Summary
This analyses comprises (a) descriptive (summary) statistics as
well as (b) norm values
All analyses were based on the FMI13 as presented in Kohls, Sauer
and Walach (2009):
Kohls, N., Sauer, S., & Walach, H. (2009). Facets of mindfulness
– Results of an online study investigating the Freiburg mindfulness
inventory. Personality and Individual Differences, 46(2),
224–230. https://doi.org/10.1016/j.paid.2008.10.009
Results are presented for (a) a general factor solution (b) and
for the two factor solution, based on the paper of Kohls, Sauer and
Walach (2009)
The present norm analyses includes the following norm values:
z-values, T values, percentage rank empirical, percentage rank based on
a normal distribution
For the descriptive analyses, typical statistics are reproted,
ie. mean, sd, range, quartiles, skewness, kurtosis as well as a
“0-1-standardized mean”, defined as mean/3 (as 3 is the theoretical
upper limit of each score). This statistics is meant to easy
comparison.
A number of subgroup results are presented: by sex (female and
male), continuous mindfulness training (yes or no), whether intensive
mindfulnes retreats have been conducted (yes or noy), whether Vipassana
training is practiced (yes or no), age (median split, ie., 49
years)
Setup
Load R-Packages and other functions used.
library(easystats)
library(here)
library(tidyverse)
#library(knitr)
library(DataExplorer)
library(scales)
source("R-code/funs.R")
source("R-code/01-prepare-data.R")
Prepare data
d <- prepare_FMI_data()
## The following items were matched to the *presence* factor: FFA_1 FFA_2 FFA_3 FFA_5 FFA_7 FFA_10
## The following items were matched to the *acceptance* factor: FFA_4 FFA_6 FFA_8 FFA_9 FFA_11 FFA_12 FFA_14
## mutating factors to character variables
The column names are:
d2 <-
d %>%
select(-starts_with("FFA_"))
names(d2)
Describe data
Visualization of item
distribution
d2 %>%
select(ends_with("_mean")) %>%
plot_density() + theme_minimal()
## NULL

Alternative visualization, keeping the x-axis constant:
facet_labs <- c(acceptance13_mean = "Acceptance",
fmi13_mean = "FMI13",
presence_mean = "Presence")
d2 %>%
select(ends_with("_mean")) %>%
pivot_longer(everything()) %>%
ggplot(aes(x = value)) +
geom_density() +
facet_wrap(~ name, labeller = as_labeller(facet_labs)) +
theme_minimal() +
theme(strip.text = element_text(size = 14),
axis.text = element_text(size =14))

Results for the FMI13
overall scale (general factor solution)
descriptives
d2 %>%
select(ends_with("_mean")) %>%
describe_distribution(iqr = FALSE, range = TRUE, quartiles = TRUE) %>%
mutate(Mean01 = Mean/3) %>%
relocate(Mean01, .after = Mean) %>%
knitr::kable(digits = 2)
| fmi13_mean |
1.71 |
0.57 |
0.51 |
0.21 |
3 |
1.36 |
2 |
-0.15 |
0.16 |
1012 |
0 |
| presence_mean |
1.70 |
0.57 |
0.59 |
0.00 |
3 |
1.33 |
2 |
-0.24 |
0.19 |
1012 |
0 |
| acceptance13_mean |
1.73 |
0.58 |
0.58 |
0.00 |
3 |
1.43 |
2 |
-0.22 |
0.27 |
1012 |
0 |
Norms
d2 %>%
select(ends_with("_mean")) %>%
map(~ knitr::kable(compute_all_norms(., min_score = 0, max_score = 3, by = .1),
digits = 2))
$fmi13_mean
| 0.0 |
0.00 |
-3.37 |
1.00 |
16.35 |
0.00 |
| 0.1 |
0.00 |
-3.17 |
1.00 |
18.31 |
0.00 |
| 0.2 |
0.00 |
-2.97 |
1.00 |
20.28 |
0.00 |
| 0.3 |
0.01 |
-2.78 |
1.00 |
22.24 |
0.00 |
| 0.4 |
0.01 |
-2.58 |
1.00 |
24.21 |
0.00 |
| 0.5 |
0.02 |
-2.38 |
1.00 |
26.17 |
0.01 |
| 0.6 |
0.02 |
-2.19 |
1.00 |
28.13 |
0.01 |
| 0.7 |
0.03 |
-1.99 |
1.02 |
30.10 |
0.02 |
| 0.8 |
0.04 |
-1.79 |
1.41 |
32.06 |
0.04 |
| 0.9 |
0.05 |
-1.60 |
1.80 |
34.02 |
0.06 |
| 1.0 |
0.09 |
-1.40 |
2.20 |
35.99 |
0.08 |
| 1.1 |
0.12 |
-1.20 |
2.59 |
37.95 |
0.11 |
| 1.2 |
0.15 |
-1.01 |
2.98 |
39.92 |
0.16 |
| 1.3 |
0.21 |
-0.81 |
3.38 |
41.88 |
0.21 |
| 1.4 |
0.25 |
-0.62 |
3.77 |
43.84 |
0.27 |
| 1.5 |
0.34 |
-0.42 |
4.16 |
45.81 |
0.34 |
| 1.6 |
0.40 |
-0.22 |
4.55 |
47.77 |
0.41 |
| 1.7 |
0.45 |
-0.03 |
4.95 |
49.74 |
0.49 |
| 1.8 |
0.58 |
0.17 |
5.34 |
51.70 |
0.57 |
| 1.9 |
0.64 |
0.37 |
5.73 |
53.66 |
0.64 |
| 2.0 |
0.76 |
0.56 |
6.13 |
55.63 |
0.71 |
| 2.1 |
0.80 |
0.76 |
6.52 |
57.59 |
0.78 |
| 2.2 |
0.83 |
0.96 |
6.91 |
59.56 |
0.83 |
| 2.3 |
0.89 |
1.15 |
7.30 |
61.52 |
0.88 |
| 2.4 |
0.91 |
1.35 |
7.70 |
63.48 |
0.91 |
| 2.5 |
0.95 |
1.54 |
8.09 |
65.45 |
0.94 |
| 2.6 |
0.96 |
1.74 |
8.48 |
67.41 |
0.96 |
| 2.7 |
0.97 |
1.94 |
8.88 |
69.38 |
0.97 |
| 2.8 |
0.99 |
2.13 |
9.00 |
71.34 |
0.98 |
| 2.9 |
0.99 |
2.33 |
9.00 |
73.30 |
0.99 |
| 3.0 |
1.00 |
2.53 |
9.00 |
75.27 |
0.99 |
$presence_mean
| 0.0 |
0.01 |
-2.86 |
1.00 |
21.37 |
0.00 |
| 0.1 |
0.01 |
-2.69 |
1.00 |
23.06 |
0.00 |
| 0.2 |
0.02 |
-2.53 |
1.00 |
24.74 |
0.01 |
| 0.3 |
0.02 |
-2.36 |
1.00 |
26.43 |
0.01 |
| 0.4 |
0.02 |
-2.19 |
1.00 |
28.12 |
0.01 |
| 0.5 |
0.04 |
-2.02 |
1.00 |
29.80 |
0.02 |
| 0.6 |
0.04 |
-1.85 |
1.30 |
31.49 |
0.03 |
| 0.7 |
0.06 |
-1.68 |
1.64 |
33.18 |
0.05 |
| 0.8 |
0.06 |
-1.51 |
1.97 |
34.86 |
0.07 |
| 0.9 |
0.09 |
-1.34 |
2.31 |
36.55 |
0.09 |
| 1.0 |
0.15 |
-1.18 |
2.65 |
38.24 |
0.12 |
| 1.1 |
0.15 |
-1.01 |
2.98 |
39.92 |
0.16 |
| 1.2 |
0.21 |
-0.84 |
3.32 |
41.61 |
0.20 |
| 1.3 |
0.21 |
-0.67 |
3.66 |
43.30 |
0.25 |
| 1.4 |
0.29 |
-0.50 |
4.00 |
44.99 |
0.31 |
| 1.5 |
0.40 |
-0.33 |
4.33 |
46.67 |
0.37 |
| 1.6 |
0.40 |
-0.16 |
4.67 |
48.36 |
0.43 |
| 1.7 |
0.52 |
0.00 |
5.01 |
50.05 |
0.50 |
| 1.8 |
0.52 |
0.17 |
5.35 |
51.73 |
0.57 |
| 1.9 |
0.64 |
0.34 |
5.68 |
53.42 |
0.63 |
| 2.0 |
0.77 |
0.51 |
6.02 |
55.11 |
0.70 |
| 2.1 |
0.77 |
0.68 |
6.36 |
56.79 |
0.75 |
| 2.2 |
0.84 |
0.85 |
6.70 |
58.48 |
0.80 |
| 2.3 |
0.84 |
1.02 |
7.03 |
60.17 |
0.85 |
| 2.4 |
0.89 |
1.19 |
7.37 |
61.85 |
0.88 |
| 2.5 |
0.93 |
1.35 |
7.71 |
63.54 |
0.91 |
| 2.6 |
0.93 |
1.52 |
8.05 |
65.23 |
0.94 |
| 2.7 |
0.96 |
1.69 |
8.38 |
66.91 |
0.95 |
| 2.8 |
0.96 |
1.86 |
8.72 |
68.60 |
0.97 |
| 2.9 |
0.98 |
2.03 |
9.00 |
70.29 |
0.98 |
| 3.0 |
1.00 |
2.20 |
9.00 |
71.97 |
0.99 |
$acceptance13_mean
| 0.0 |
0.01 |
-2.99 |
1.00 |
20.06 |
0.00 |
| 0.1 |
0.01 |
-2.82 |
1.00 |
21.78 |
0.00 |
| 0.2 |
0.01 |
-2.65 |
1.00 |
23.51 |
0.00 |
| 0.3 |
0.02 |
-2.48 |
1.00 |
25.24 |
0.01 |
| 0.4 |
0.02 |
-2.30 |
1.00 |
26.96 |
0.01 |
| 0.5 |
0.03 |
-2.13 |
1.00 |
28.69 |
0.02 |
| 0.6 |
0.04 |
-1.96 |
1.08 |
30.42 |
0.03 |
| 0.7 |
0.04 |
-1.79 |
1.43 |
32.14 |
0.04 |
| 0.8 |
0.05 |
-1.61 |
1.77 |
33.87 |
0.05 |
| 0.9 |
0.08 |
-1.44 |
2.12 |
35.60 |
0.07 |
| 1.0 |
0.13 |
-1.27 |
2.47 |
37.33 |
0.10 |
| 1.1 |
0.13 |
-1.09 |
2.81 |
39.05 |
0.14 |
| 1.2 |
0.17 |
-0.92 |
3.16 |
40.78 |
0.18 |
| 1.3 |
0.24 |
-0.75 |
3.50 |
42.51 |
0.23 |
| 1.4 |
0.24 |
-0.58 |
3.85 |
44.23 |
0.28 |
| 1.5 |
0.33 |
-0.40 |
4.19 |
45.96 |
0.34 |
| 1.6 |
0.42 |
-0.23 |
4.54 |
47.69 |
0.41 |
| 1.7 |
0.42 |
-0.06 |
4.88 |
49.41 |
0.48 |
| 1.8 |
0.51 |
0.11 |
5.23 |
51.14 |
0.55 |
| 1.9 |
0.63 |
0.29 |
5.57 |
52.87 |
0.61 |
| 2.0 |
0.75 |
0.46 |
5.92 |
54.60 |
0.68 |
| 2.1 |
0.75 |
0.63 |
6.26 |
56.32 |
0.74 |
| 2.2 |
0.82 |
0.80 |
6.61 |
58.05 |
0.79 |
| 2.3 |
0.87 |
0.98 |
6.96 |
59.78 |
0.84 |
| 2.4 |
0.87 |
1.15 |
7.30 |
61.50 |
0.87 |
| 2.5 |
0.90 |
1.32 |
7.65 |
63.23 |
0.91 |
| 2.6 |
0.94 |
1.50 |
7.99 |
64.96 |
0.93 |
| 2.7 |
0.94 |
1.67 |
8.34 |
66.68 |
0.95 |
| 2.8 |
0.96 |
1.84 |
8.68 |
68.41 |
0.97 |
| 2.9 |
0.98 |
2.01 |
9.00 |
70.14 |
0.98 |
| 3.0 |
1.00 |
2.19 |
9.00 |
71.87 |
0.99 |
norms <-
d2 %>%
select(ends_with("_mean")) %>%
map(~ compute_all_norms(.,
min_score = 0,
max_score = 3,
by = .1),
digits = 2)
p_norm1 <-
norms %>%
pluck(1) %>%
ggplot(aes(x = score, y = z)) +
geom_line() +
scale_y_continuous(breaks = c(-2, 0, 2)) +
theme(strip.text = element_text(size = 14),
axis.text = element_text(size =14))
p_norm2 <-
norms %>%
pluck(1) %>%
ggplot(aes(x = score, y = stanine)) +
geom_line() +
scale_y_continuous(breaks = c(1, 5, 9)) +
theme(strip.text = element_text(size = 14),
axis.text = element_text(size =14))
p_norm3 <-
norms %>%
pluck(1) %>%
ggplot(aes(x = score, y = perc_rank)) +
geom_line() +
labs(y = "Percentage") +
scale_y_continuous(breaks = c(0, .5, 1),
labels = c("0%", "50%", "100%")) +
theme(strip.text = element_text(size = 14),
axis.text = element_text(size =14))
see::plots(p_norm1, p_norm2, p_norm3, tags = TRUE,
n_rows = 3)
#
# see::plots(p_norm1, p_norm2, p_norm3, tags = TRUE,
# n_rows = 3,
# title = "FMI-13R mean value (x-axis) vs. different norm values (y-axis)")

Norm values for
different subgroups
The following subgroup variables were considered:
subgroup_vars <- c("Geschlecht", "Achts_regel", "Retreats", "Vip_regel", "age_below_md")
subgroup_vars
## [1] "Geschlecht" "Achts_regel" "Retreats" "Vip_regel" "age_below_md"
Split by sex
Stats
d2 %>%
#filter(Geschlecht %in% c("männlich", "weiblich")) %>%
mutate(Geschlecht = as.character(Geschlecht)) %>%
describe_fmi_stats(var = Geschlecht)
Geschlecht=female
| acceptance13_mean |
1.73 |
0.58 |
0.57 |
(0.00, 3.00) |
1.29, 2.07 |
-0.09 |
-0.13 |
515 |
0 |
| fmi13_mean |
1.71 |
0.57 |
0.51 |
(0.21, 3.00) |
1.36, 2.07 |
-0.11 |
-0.27 |
515 |
0 |
| presence_mean |
1.72 |
0.57 |
0.58 |
(0.00, 3.00) |
1.33, 2.00 |
-0.11 |
-0.10 |
515 |
0 |
Geschlecht=male
| acceptance13_mean |
1.74 |
0.58 |
0.59 |
(0.00, 3.00) |
1.43, 2.00 |
-0.34 |
0.65 |
495 |
0 |
| fmi13_mean |
1.71 |
0.57 |
0.51 |
(0.21, 3.00) |
1.43, 2.00 |
-0.19 |
0.58 |
495 |
0 |
| presence_mean |
1.67 |
0.56 |
0.60 |
(0.00, 3.00) |
1.33, 2.00 |
-0.35 |
0.42 |
495 |
0 |
Geschlecht=other
| acceptance13_mean |
1.79 |
0.60 |
0.51 |
(1.43, 2.14) |
1.61, 1.96 |
9.14e-16 |
-2.00 |
2 |
0 |
| fmi13_mean |
1.50 |
0.50 |
0.20 |
(1.36, 1.64) |
1.43, 1.57 |
0.00 |
-2.00 |
2 |
0 |
| presence_mean |
1.33 |
0.44 |
0.00 |
(1.33, 1.33) |
1.33, 1.33 |
|
|
2 |
0 |
Plot:
plot_fmi_descriptives(var = Geschlecht)

Norms
for (i in unique(d2$Geschlecht)) {
cat("Group: ", i, "\n")
d2 %>%
filter(Geschlecht == i) %>%
select(ends_with("_mean")) %>%
map(~ knitr::kable(compute_all_norms(., min_score = 0, max_score = 3, by = .1), digits = 2)) %>% print()
}
Group: male $fmi13_mean
| 0.0 |
0.00 |
-3.33 |
1.00 |
16.67 |
0.00 |
| 0.1 |
0.00 |
-3.14 |
1.00 |
18.61 |
0.00 |
| 0.2 |
0.00 |
-2.94 |
1.00 |
20.56 |
0.00 |
| 0.3 |
0.01 |
-2.75 |
1.00 |
22.50 |
0.00 |
| 0.4 |
0.02 |
-2.55 |
1.00 |
24.45 |
0.01 |
| 0.5 |
0.02 |
-2.36 |
1.00 |
26.40 |
0.01 |
| 0.6 |
0.03 |
-2.17 |
1.00 |
28.34 |
0.02 |
| 0.7 |
0.03 |
-1.97 |
1.06 |
30.29 |
0.02 |
| 0.8 |
0.05 |
-1.78 |
1.45 |
32.23 |
0.04 |
| 0.9 |
0.05 |
-1.58 |
1.84 |
34.18 |
0.06 |
| 1.0 |
0.08 |
-1.39 |
2.23 |
36.13 |
0.08 |
| 1.1 |
0.12 |
-1.19 |
2.61 |
38.07 |
0.12 |
| 1.2 |
0.15 |
-1.00 |
3.00 |
40.02 |
0.16 |
| 1.3 |
0.19 |
-0.80 |
3.39 |
41.96 |
0.21 |
| 1.4 |
0.23 |
-0.61 |
3.78 |
43.91 |
0.27 |
| 1.5 |
0.33 |
-0.41 |
4.17 |
45.86 |
0.34 |
| 1.6 |
0.39 |
-0.22 |
4.56 |
47.80 |
0.41 |
| 1.7 |
0.46 |
-0.03 |
4.95 |
49.75 |
0.49 |
| 1.8 |
0.59 |
0.17 |
5.34 |
51.69 |
0.57 |
| 1.9 |
0.65 |
0.36 |
5.73 |
53.64 |
0.64 |
| 2.0 |
0.77 |
0.56 |
6.12 |
55.58 |
0.71 |
| 2.1 |
0.81 |
0.75 |
6.51 |
57.53 |
0.77 |
| 2.2 |
0.84 |
0.95 |
6.90 |
59.48 |
0.83 |
| 2.3 |
0.90 |
1.14 |
7.28 |
61.42 |
0.87 |
| 2.4 |
0.91 |
1.34 |
7.67 |
63.37 |
0.91 |
| 2.5 |
0.94 |
1.53 |
8.06 |
65.31 |
0.94 |
| 2.6 |
0.96 |
1.73 |
8.45 |
67.26 |
0.96 |
| 2.7 |
0.96 |
1.92 |
8.84 |
69.21 |
0.97 |
| 2.8 |
0.98 |
2.12 |
9.00 |
71.15 |
0.98 |
| 2.9 |
0.98 |
2.31 |
9.00 |
73.10 |
0.99 |
| 3.0 |
1.00 |
2.50 |
9.00 |
75.04 |
0.99 |
$presence_mean
| 0.0 |
0.02 |
-2.77 |
1.00 |
22.27 |
0.00 |
| 0.1 |
0.02 |
-2.61 |
1.00 |
23.92 |
0.00 |
| 0.2 |
0.03 |
-2.44 |
1.00 |
25.58 |
0.01 |
| 0.3 |
0.03 |
-2.28 |
1.00 |
27.24 |
0.01 |
| 0.4 |
0.04 |
-2.11 |
1.00 |
28.90 |
0.02 |
| 0.5 |
0.05 |
-1.94 |
1.11 |
30.55 |
0.03 |
| 0.6 |
0.05 |
-1.78 |
1.44 |
32.21 |
0.04 |
| 0.7 |
0.07 |
-1.61 |
1.77 |
33.87 |
0.05 |
| 0.8 |
0.07 |
-1.45 |
2.11 |
35.53 |
0.07 |
| 0.9 |
0.10 |
-1.28 |
2.44 |
37.18 |
0.10 |
| 1.0 |
0.15 |
-1.12 |
2.77 |
38.84 |
0.13 |
| 1.1 |
0.15 |
-0.95 |
3.10 |
40.50 |
0.17 |
| 1.2 |
0.21 |
-0.78 |
3.43 |
42.15 |
0.22 |
| 1.3 |
0.21 |
-0.62 |
3.76 |
43.81 |
0.27 |
| 1.4 |
0.29 |
-0.45 |
4.09 |
45.47 |
0.33 |
| 1.5 |
0.40 |
-0.29 |
4.43 |
47.13 |
0.39 |
| 1.6 |
0.40 |
-0.12 |
4.76 |
48.78 |
0.45 |
| 1.7 |
0.53 |
0.04 |
5.09 |
50.44 |
0.52 |
| 1.8 |
0.53 |
0.21 |
5.42 |
52.10 |
0.58 |
| 1.9 |
0.65 |
0.38 |
5.75 |
53.76 |
0.65 |
| 2.0 |
0.78 |
0.54 |
6.08 |
55.41 |
0.71 |
| 2.1 |
0.78 |
0.71 |
6.41 |
57.07 |
0.76 |
| 2.2 |
0.86 |
0.87 |
6.75 |
58.73 |
0.81 |
| 2.3 |
0.86 |
1.04 |
7.08 |
60.38 |
0.85 |
| 2.4 |
0.90 |
1.20 |
7.41 |
62.04 |
0.89 |
| 2.5 |
0.94 |
1.37 |
7.74 |
63.70 |
0.91 |
| 2.6 |
0.94 |
1.54 |
8.07 |
65.36 |
0.94 |
| 2.7 |
0.96 |
1.70 |
8.40 |
67.01 |
0.96 |
| 2.8 |
0.96 |
1.87 |
8.73 |
68.67 |
0.97 |
| 2.9 |
0.97 |
2.03 |
9.00 |
70.33 |
0.98 |
| 3.0 |
1.00 |
2.20 |
9.00 |
71.99 |
0.99 |
$acceptance13_mean
| 0.0 |
0.01 |
-2.96 |
1.00 |
20.4 |
0.00 |
| 0.1 |
0.01 |
-2.79 |
1.00 |
22.1 |
0.00 |
| 0.2 |
0.02 |
-2.62 |
1.00 |
23.8 |
0.00 |
| 0.3 |
0.03 |
-2.45 |
1.00 |
25.5 |
0.01 |
| 0.4 |
0.03 |
-2.28 |
1.00 |
27.2 |
0.01 |
| 0.5 |
0.03 |
-2.11 |
1.00 |
28.9 |
0.02 |
| 0.6 |
0.04 |
-1.94 |
1.12 |
30.6 |
0.03 |
| 0.7 |
0.04 |
-1.77 |
1.46 |
32.3 |
0.04 |
| 0.8 |
0.05 |
-1.60 |
1.80 |
34.0 |
0.05 |
| 0.9 |
0.06 |
-1.43 |
2.14 |
35.7 |
0.08 |
| 1.0 |
0.12 |
-1.26 |
2.48 |
37.4 |
0.10 |
| 1.1 |
0.12 |
-1.09 |
2.82 |
39.1 |
0.14 |
| 1.2 |
0.15 |
-0.92 |
3.16 |
40.8 |
0.18 |
| 1.3 |
0.22 |
-0.75 |
3.50 |
42.5 |
0.23 |
| 1.4 |
0.22 |
-0.58 |
3.84 |
44.2 |
0.28 |
| 1.5 |
0.31 |
-0.41 |
4.18 |
45.9 |
0.34 |
| 1.6 |
0.41 |
-0.24 |
4.52 |
47.6 |
0.41 |
| 1.7 |
0.41 |
-0.07 |
4.86 |
49.3 |
0.47 |
| 1.8 |
0.51 |
0.10 |
5.20 |
51.0 |
0.54 |
| 1.9 |
0.62 |
0.27 |
5.54 |
52.7 |
0.61 |
| 2.0 |
0.76 |
0.44 |
5.88 |
54.4 |
0.67 |
| 2.1 |
0.76 |
0.61 |
6.22 |
56.1 |
0.73 |
| 2.2 |
0.82 |
0.78 |
6.56 |
57.8 |
0.78 |
| 2.3 |
0.86 |
0.95 |
6.90 |
59.5 |
0.83 |
| 2.4 |
0.86 |
1.12 |
7.24 |
61.2 |
0.87 |
| 2.5 |
0.90 |
1.29 |
7.58 |
62.9 |
0.90 |
| 2.6 |
0.94 |
1.46 |
7.92 |
64.6 |
0.93 |
| 2.7 |
0.94 |
1.63 |
8.26 |
66.3 |
0.95 |
| 2.8 |
0.96 |
1.80 |
8.60 |
68.0 |
0.96 |
| 2.9 |
0.97 |
1.97 |
8.94 |
69.7 |
0.98 |
| 3.0 |
1.00 |
2.14 |
9.00 |
71.4 |
0.98 |
Group: female $fmi13_mean
| 0.0 |
0.00 |
-3.39 |
1.00 |
16.10 |
0.00 |
| 0.1 |
0.00 |
-3.19 |
1.00 |
18.08 |
0.00 |
| 0.2 |
0.00 |
-2.99 |
1.00 |
20.06 |
0.00 |
| 0.3 |
0.00 |
-2.80 |
1.00 |
22.03 |
0.00 |
| 0.4 |
0.00 |
-2.60 |
1.00 |
24.01 |
0.00 |
| 0.5 |
0.01 |
-2.40 |
1.00 |
25.99 |
0.01 |
| 0.6 |
0.01 |
-2.20 |
1.00 |
27.96 |
0.01 |
| 0.7 |
0.02 |
-2.01 |
1.00 |
29.94 |
0.02 |
| 0.8 |
0.04 |
-1.81 |
1.38 |
31.92 |
0.04 |
| 0.9 |
0.06 |
-1.61 |
1.78 |
33.89 |
0.05 |
| 1.0 |
0.10 |
-1.41 |
2.17 |
35.87 |
0.08 |
| 1.1 |
0.13 |
-1.22 |
2.57 |
37.85 |
0.11 |
| 1.2 |
0.15 |
-1.02 |
2.97 |
39.83 |
0.15 |
| 1.3 |
0.23 |
-0.82 |
3.36 |
41.80 |
0.21 |
| 1.4 |
0.28 |
-0.62 |
3.76 |
43.78 |
0.27 |
| 1.5 |
0.35 |
-0.42 |
4.15 |
45.76 |
0.34 |
| 1.6 |
0.40 |
-0.23 |
4.55 |
47.73 |
0.41 |
| 1.7 |
0.44 |
-0.03 |
4.94 |
49.71 |
0.49 |
| 1.8 |
0.57 |
0.17 |
5.34 |
51.69 |
0.57 |
| 1.9 |
0.62 |
0.37 |
5.73 |
53.66 |
0.64 |
| 2.0 |
0.75 |
0.56 |
6.13 |
55.64 |
0.71 |
| 2.1 |
0.79 |
0.76 |
6.52 |
57.62 |
0.78 |
| 2.2 |
0.83 |
0.96 |
6.92 |
59.59 |
0.83 |
| 2.3 |
0.88 |
1.16 |
7.31 |
61.57 |
0.88 |
| 2.4 |
0.90 |
1.35 |
7.71 |
63.55 |
0.91 |
| 2.5 |
0.95 |
1.55 |
8.10 |
65.52 |
0.94 |
| 2.6 |
0.97 |
1.75 |
8.50 |
67.50 |
0.96 |
| 2.7 |
0.97 |
1.95 |
8.90 |
69.48 |
0.97 |
| 2.8 |
1.00 |
2.15 |
9.00 |
71.45 |
0.98 |
| 2.9 |
1.00 |
2.34 |
9.00 |
73.43 |
0.99 |
| 3.0 |
1.00 |
2.54 |
9.00 |
75.41 |
0.99 |
$presence_mean
| 0.0 |
0.00 |
-2.95 |
1.00 |
20.46 |
0.00 |
| 0.1 |
0.00 |
-2.78 |
1.00 |
22.18 |
0.00 |
| 0.2 |
0.01 |
-2.61 |
1.00 |
23.89 |
0.00 |
| 0.3 |
0.01 |
-2.44 |
1.00 |
25.61 |
0.01 |
| 0.4 |
0.01 |
-2.27 |
1.00 |
27.32 |
0.01 |
| 0.5 |
0.03 |
-2.10 |
1.00 |
29.04 |
0.02 |
| 0.6 |
0.03 |
-1.92 |
1.15 |
30.75 |
0.03 |
| 0.7 |
0.06 |
-1.75 |
1.49 |
32.47 |
0.04 |
| 0.8 |
0.06 |
-1.58 |
1.84 |
34.19 |
0.06 |
| 0.9 |
0.09 |
-1.41 |
2.18 |
35.90 |
0.08 |
| 1.0 |
0.14 |
-1.24 |
2.52 |
37.62 |
0.11 |
| 1.1 |
0.14 |
-1.07 |
2.87 |
39.33 |
0.14 |
| 1.2 |
0.20 |
-0.90 |
3.21 |
41.05 |
0.19 |
| 1.3 |
0.20 |
-0.72 |
3.55 |
42.77 |
0.23 |
| 1.4 |
0.29 |
-0.55 |
3.90 |
44.48 |
0.29 |
| 1.5 |
0.39 |
-0.38 |
4.24 |
46.20 |
0.35 |
| 1.6 |
0.39 |
-0.21 |
4.58 |
47.91 |
0.42 |
| 1.7 |
0.50 |
-0.04 |
4.93 |
49.63 |
0.49 |
| 1.8 |
0.50 |
0.13 |
5.27 |
51.34 |
0.55 |
| 1.9 |
0.63 |
0.31 |
5.61 |
53.06 |
0.62 |
| 2.0 |
0.76 |
0.48 |
5.96 |
54.78 |
0.68 |
| 2.1 |
0.76 |
0.65 |
6.30 |
56.49 |
0.74 |
| 2.2 |
0.82 |
0.82 |
6.64 |
58.21 |
0.79 |
| 2.3 |
0.82 |
0.99 |
6.98 |
59.92 |
0.84 |
| 2.4 |
0.88 |
1.16 |
7.33 |
61.64 |
0.88 |
| 2.5 |
0.93 |
1.34 |
7.67 |
63.35 |
0.91 |
| 2.6 |
0.93 |
1.51 |
8.01 |
65.07 |
0.93 |
| 2.7 |
0.95 |
1.68 |
8.36 |
66.79 |
0.95 |
| 2.8 |
0.95 |
1.85 |
8.70 |
68.50 |
0.97 |
| 2.9 |
0.98 |
2.02 |
9.00 |
70.22 |
0.98 |
| 3.0 |
1.00 |
2.19 |
9.00 |
71.93 |
0.99 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.02 |
1.00 |
19.77 |
0.00 |
| 0.1 |
0.00 |
-2.85 |
1.00 |
21.52 |
0.00 |
| 0.2 |
0.00 |
-2.67 |
1.00 |
23.27 |
0.00 |
| 0.3 |
0.01 |
-2.50 |
1.00 |
25.02 |
0.01 |
| 0.4 |
0.01 |
-2.32 |
1.00 |
26.77 |
0.01 |
| 0.5 |
0.02 |
-2.15 |
1.00 |
28.53 |
0.02 |
| 0.6 |
0.03 |
-1.97 |
1.06 |
30.28 |
0.02 |
| 0.7 |
0.03 |
-1.80 |
1.41 |
32.03 |
0.04 |
| 0.8 |
0.05 |
-1.62 |
1.76 |
33.78 |
0.05 |
| 0.9 |
0.09 |
-1.45 |
2.11 |
35.53 |
0.07 |
| 1.0 |
0.14 |
-1.27 |
2.46 |
37.28 |
0.10 |
| 1.1 |
0.14 |
-1.10 |
2.81 |
39.03 |
0.14 |
| 1.2 |
0.18 |
-0.92 |
3.16 |
40.78 |
0.18 |
| 1.3 |
0.26 |
-0.75 |
3.51 |
42.53 |
0.23 |
| 1.4 |
0.26 |
-0.57 |
3.86 |
44.28 |
0.28 |
| 1.5 |
0.34 |
-0.40 |
4.21 |
46.03 |
0.35 |
| 1.6 |
0.42 |
-0.22 |
4.56 |
47.78 |
0.41 |
| 1.7 |
0.42 |
-0.05 |
4.91 |
49.53 |
0.48 |
| 1.8 |
0.51 |
0.13 |
5.26 |
51.28 |
0.55 |
| 1.9 |
0.63 |
0.30 |
5.61 |
53.03 |
0.62 |
| 2.0 |
0.75 |
0.48 |
5.96 |
54.78 |
0.68 |
| 2.1 |
0.75 |
0.65 |
6.31 |
56.53 |
0.74 |
| 2.2 |
0.83 |
0.83 |
6.66 |
58.28 |
0.80 |
| 2.3 |
0.87 |
1.00 |
7.01 |
60.03 |
0.84 |
| 2.4 |
0.87 |
1.18 |
7.36 |
61.79 |
0.88 |
| 2.5 |
0.90 |
1.35 |
7.71 |
63.54 |
0.91 |
| 2.6 |
0.93 |
1.53 |
8.06 |
65.29 |
0.94 |
| 2.7 |
0.93 |
1.70 |
8.41 |
67.04 |
0.96 |
| 2.8 |
0.97 |
1.88 |
8.76 |
68.79 |
0.97 |
| 2.9 |
0.98 |
2.05 |
9.00 |
70.54 |
0.98 |
| 3.0 |
1.00 |
2.23 |
9.00 |
72.29 |
0.99 |
Group: other $fmi13_mean
| 0.0 |
0.0 |
-7.42 |
1.00 |
-24.25 |
0.00 |
| 0.1 |
0.0 |
-6.93 |
1.00 |
-19.30 |
0.00 |
| 0.2 |
0.0 |
-6.43 |
1.00 |
-14.35 |
0.00 |
| 0.3 |
0.0 |
-5.94 |
1.00 |
-9.40 |
0.00 |
| 0.4 |
0.0 |
-5.44 |
1.00 |
-4.45 |
0.00 |
| 0.5 |
0.0 |
-4.95 |
1.00 |
0.50 |
0.00 |
| 0.6 |
0.0 |
-4.45 |
1.00 |
5.45 |
0.00 |
| 0.7 |
0.0 |
-3.96 |
1.00 |
10.40 |
0.00 |
| 0.8 |
0.0 |
-3.46 |
1.00 |
15.35 |
0.00 |
| 0.9 |
0.0 |
-2.97 |
1.00 |
20.30 |
0.00 |
| 1.0 |
0.0 |
-2.47 |
1.00 |
25.25 |
0.01 |
| 1.1 |
0.0 |
-1.98 |
1.04 |
30.20 |
0.02 |
| 1.2 |
0.0 |
-1.48 |
2.03 |
35.15 |
0.07 |
| 1.3 |
0.0 |
-0.99 |
3.02 |
40.10 |
0.16 |
| 1.4 |
0.5 |
-0.49 |
4.01 |
45.05 |
0.31 |
| 1.5 |
0.5 |
0.00 |
5.00 |
50.00 |
0.50 |
| 1.6 |
0.5 |
0.49 |
5.99 |
54.95 |
0.69 |
| 1.7 |
1.0 |
0.99 |
6.98 |
59.90 |
0.84 |
| 1.8 |
1.0 |
1.48 |
7.97 |
64.85 |
0.93 |
| 1.9 |
1.0 |
1.98 |
8.96 |
69.80 |
0.98 |
| 2.0 |
1.0 |
2.47 |
9.00 |
74.75 |
0.99 |
| 2.1 |
1.0 |
2.97 |
9.00 |
79.70 |
1.00 |
| 2.2 |
1.0 |
3.46 |
9.00 |
84.65 |
1.00 |
| 2.3 |
1.0 |
3.96 |
9.00 |
89.60 |
1.00 |
| 2.4 |
1.0 |
4.45 |
9.00 |
94.55 |
1.00 |
| 2.5 |
1.0 |
4.95 |
9.00 |
99.50 |
1.00 |
| 2.6 |
1.0 |
5.44 |
9.00 |
104.45 |
1.00 |
| 2.7 |
1.0 |
5.94 |
9.00 |
109.40 |
1.00 |
| 2.8 |
1.0 |
6.43 |
9.00 |
114.35 |
1.00 |
| 2.9 |
1.0 |
6.93 |
9.00 |
119.30 |
1.00 |
| 3.0 |
1.0 |
7.42 |
9.00 |
124.25 |
1.00 |
$presence_mean
| 0.0 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.1 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.2 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.3 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.4 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.5 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.6 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.7 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.8 |
0 |
-Inf |
1 |
-Inf |
0 |
| 0.9 |
0 |
-Inf |
1 |
-Inf |
0 |
| 1.0 |
0 |
-Inf |
1 |
-Inf |
0 |
| 1.1 |
0 |
-Inf |
1 |
-Inf |
0 |
| 1.2 |
0 |
-Inf |
1 |
-Inf |
0 |
| 1.3 |
0 |
-Inf |
1 |
-Inf |
0 |
| 1.4 |
1 |
Inf |
9 |
Inf |
1 |
| 1.5 |
1 |
Inf |
9 |
Inf |
1 |
| 1.6 |
1 |
Inf |
9 |
Inf |
1 |
| 1.7 |
1 |
Inf |
9 |
Inf |
1 |
| 1.8 |
1 |
Inf |
9 |
Inf |
1 |
| 1.9 |
1 |
Inf |
9 |
Inf |
1 |
| 2.0 |
1 |
Inf |
9 |
Inf |
1 |
| 2.1 |
1 |
Inf |
9 |
Inf |
1 |
| 2.2 |
1 |
Inf |
9 |
Inf |
1 |
| 2.3 |
1 |
Inf |
9 |
Inf |
1 |
| 2.4 |
1 |
Inf |
9 |
Inf |
1 |
| 2.5 |
1 |
Inf |
9 |
Inf |
1 |
| 2.6 |
1 |
Inf |
9 |
Inf |
1 |
| 2.7 |
1 |
Inf |
9 |
Inf |
1 |
| 2.8 |
1 |
Inf |
9 |
Inf |
1 |
| 2.9 |
1 |
Inf |
9 |
Inf |
1 |
| 3.0 |
1 |
Inf |
9 |
Inf |
1 |
$acceptance13_mean
| 0.0 |
0.0 |
-3.54 |
1.00 |
14.64 |
0.00 |
| 0.1 |
0.0 |
-3.34 |
1.00 |
16.62 |
0.00 |
| 0.2 |
0.0 |
-3.14 |
1.00 |
18.60 |
0.00 |
| 0.3 |
0.0 |
-2.94 |
1.00 |
20.58 |
0.00 |
| 0.4 |
0.0 |
-2.74 |
1.00 |
22.56 |
0.00 |
| 0.5 |
0.0 |
-2.55 |
1.00 |
24.54 |
0.01 |
| 0.6 |
0.0 |
-2.35 |
1.00 |
26.52 |
0.01 |
| 0.7 |
0.0 |
-2.15 |
1.00 |
28.50 |
0.02 |
| 0.8 |
0.0 |
-1.95 |
1.10 |
30.48 |
0.03 |
| 0.9 |
0.0 |
-1.75 |
1.49 |
32.46 |
0.04 |
| 1.0 |
0.0 |
-1.56 |
1.89 |
34.44 |
0.06 |
| 1.1 |
0.0 |
-1.36 |
2.28 |
36.42 |
0.09 |
| 1.2 |
0.0 |
-1.16 |
2.68 |
38.40 |
0.12 |
| 1.3 |
0.0 |
-0.96 |
3.08 |
40.38 |
0.17 |
| 1.4 |
0.0 |
-0.76 |
3.47 |
42.36 |
0.22 |
| 1.5 |
0.5 |
-0.57 |
3.87 |
44.34 |
0.29 |
| 1.6 |
0.5 |
-0.37 |
4.26 |
46.32 |
0.36 |
| 1.7 |
0.5 |
-0.17 |
4.66 |
48.30 |
0.43 |
| 1.8 |
0.5 |
0.03 |
5.06 |
50.28 |
0.51 |
| 1.9 |
0.5 |
0.23 |
5.45 |
52.26 |
0.59 |
| 2.0 |
0.5 |
0.42 |
5.85 |
54.24 |
0.66 |
| 2.1 |
0.5 |
0.62 |
6.24 |
56.22 |
0.73 |
| 2.2 |
1.0 |
0.82 |
6.64 |
58.20 |
0.79 |
| 2.3 |
1.0 |
1.02 |
7.04 |
60.18 |
0.85 |
| 2.4 |
1.0 |
1.22 |
7.43 |
62.16 |
0.89 |
| 2.5 |
1.0 |
1.41 |
7.83 |
64.14 |
0.92 |
| 2.6 |
1.0 |
1.61 |
8.22 |
66.12 |
0.95 |
| 2.7 |
1.0 |
1.81 |
8.62 |
68.10 |
0.96 |
| 2.8 |
1.0 |
2.01 |
9.00 |
70.08 |
0.98 |
| 2.9 |
1.0 |
2.21 |
9.00 |
72.06 |
0.99 |
| 3.0 |
1.0 |
2.40 |
9.00 |
74.04 |
0.99 |
Split by continuous
mindfulness training
Stats
describe_fmi_stats(var = Achts_regel)
Achts_regel=no
| acceptance13_mean |
1.72 |
0.57 |
0.59 |
(0.00, 3.00) |
1.29, 2.00 |
-0.21 |
0.18 |
792 |
0 |
| fmi13_mean |
1.69 |
0.56 |
0.51 |
(0.21, 3.00) |
1.36, 2.00 |
-0.16 |
0.05 |
792 |
0 |
| presence_mean |
1.65 |
0.55 |
0.59 |
(0.00, 3.00) |
1.33, 2.00 |
-0.23 |
0.13 |
792 |
0 |
Achts_regel=yes
| acceptance13_mean |
1.80 |
0.60 |
0.55 |
(0.00, 3.00) |
1.43, 2.14 |
-0.19 |
0.64 |
220 |
0 |
| fmi13_mean |
1.81 |
0.60 |
0.49 |
(0.21, 3.00) |
1.50, 2.07 |
-0.02 |
0.52 |
220 |
0 |
| presence_mean |
1.86 |
0.62 |
0.56 |
(0.00, 3.00) |
1.50, 2.17 |
-0.20 |
0.45 |
220 |
0 |
plot_fmi_descriptives(var = Achts_regel)

Norms
for (i in unique(d2$Achts_regel)) {
cat("Group: ", i, "\n")
d2 %>%
filter(Achts_regel == i) %>%
select(ends_with("_mean")) %>%
map(~ knitr::kable(compute_all_norms(., min_score = 0, max_score = 3, by = .1), digits = 2)) %>% print()
}
Group: no $fmi13_mean
| 0.0 |
0.00 |
-3.29 |
1.00 |
17.11 |
0.00 |
| 0.1 |
0.00 |
-3.09 |
1.00 |
19.06 |
0.00 |
| 0.2 |
0.00 |
-2.90 |
1.00 |
21.01 |
0.00 |
| 0.3 |
0.01 |
-2.70 |
1.00 |
22.96 |
0.00 |
| 0.4 |
0.01 |
-2.51 |
1.00 |
24.91 |
0.01 |
| 0.5 |
0.02 |
-2.31 |
1.00 |
26.86 |
0.01 |
| 0.6 |
0.03 |
-2.12 |
1.00 |
28.81 |
0.02 |
| 0.7 |
0.03 |
-1.92 |
1.15 |
30.76 |
0.03 |
| 0.8 |
0.05 |
-1.73 |
1.54 |
32.71 |
0.04 |
| 0.9 |
0.06 |
-1.53 |
1.93 |
34.66 |
0.06 |
| 1.0 |
0.10 |
-1.34 |
2.32 |
36.61 |
0.09 |
| 1.1 |
0.13 |
-1.14 |
2.71 |
38.56 |
0.13 |
| 1.2 |
0.17 |
-0.95 |
3.10 |
40.51 |
0.17 |
| 1.3 |
0.23 |
-0.75 |
3.49 |
42.46 |
0.23 |
| 1.4 |
0.27 |
-0.56 |
3.88 |
44.41 |
0.29 |
| 1.5 |
0.36 |
-0.36 |
4.27 |
46.36 |
0.36 |
| 1.6 |
0.42 |
-0.17 |
4.66 |
48.31 |
0.43 |
| 1.7 |
0.48 |
0.03 |
5.05 |
50.26 |
0.51 |
| 1.8 |
0.60 |
0.22 |
5.44 |
52.21 |
0.59 |
| 1.9 |
0.65 |
0.42 |
5.83 |
54.16 |
0.66 |
| 2.0 |
0.78 |
0.61 |
6.22 |
56.11 |
0.73 |
| 2.1 |
0.81 |
0.81 |
6.61 |
58.06 |
0.79 |
| 2.2 |
0.84 |
1.00 |
7.00 |
60.01 |
0.84 |
| 2.3 |
0.90 |
1.20 |
7.39 |
61.97 |
0.88 |
| 2.4 |
0.91 |
1.39 |
7.78 |
63.92 |
0.92 |
| 2.5 |
0.95 |
1.59 |
8.17 |
65.87 |
0.94 |
| 2.6 |
0.97 |
1.78 |
8.56 |
67.82 |
0.96 |
| 2.7 |
0.97 |
1.98 |
8.95 |
69.77 |
0.98 |
| 2.8 |
0.99 |
2.17 |
9.00 |
71.72 |
0.99 |
| 2.9 |
0.99 |
2.37 |
9.00 |
73.67 |
0.99 |
| 3.0 |
1.00 |
2.56 |
9.00 |
75.62 |
0.99 |
$presence_mean
| 0.0 |
0.01 |
-2.78 |
1.00 |
22.18 |
0.00 |
| 0.1 |
0.01 |
-2.61 |
1.00 |
23.87 |
0.00 |
| 0.2 |
0.02 |
-2.44 |
1.00 |
25.55 |
0.01 |
| 0.3 |
0.02 |
-2.28 |
1.00 |
27.23 |
0.01 |
| 0.4 |
0.03 |
-2.11 |
1.00 |
28.92 |
0.02 |
| 0.5 |
0.05 |
-1.94 |
1.12 |
30.60 |
0.03 |
| 0.6 |
0.05 |
-1.77 |
1.46 |
32.28 |
0.04 |
| 0.7 |
0.07 |
-1.60 |
1.79 |
33.97 |
0.05 |
| 0.8 |
0.07 |
-1.44 |
2.13 |
35.65 |
0.08 |
| 0.9 |
0.10 |
-1.27 |
2.47 |
37.33 |
0.10 |
| 1.0 |
0.16 |
-1.10 |
2.80 |
39.02 |
0.14 |
| 1.1 |
0.16 |
-0.93 |
3.14 |
40.70 |
0.18 |
| 1.2 |
0.23 |
-0.76 |
3.48 |
42.38 |
0.22 |
| 1.3 |
0.23 |
-0.59 |
3.81 |
44.07 |
0.28 |
| 1.4 |
0.32 |
-0.43 |
4.15 |
45.75 |
0.34 |
| 1.5 |
0.43 |
-0.26 |
4.49 |
47.43 |
0.40 |
| 1.6 |
0.43 |
-0.09 |
4.82 |
49.12 |
0.46 |
| 1.7 |
0.55 |
0.08 |
5.16 |
50.80 |
0.53 |
| 1.8 |
0.55 |
0.25 |
5.50 |
52.48 |
0.60 |
| 1.9 |
0.67 |
0.42 |
5.83 |
54.16 |
0.66 |
| 2.0 |
0.79 |
0.58 |
6.17 |
55.85 |
0.72 |
| 2.1 |
0.79 |
0.75 |
6.51 |
57.53 |
0.77 |
| 2.2 |
0.85 |
0.92 |
6.84 |
59.21 |
0.82 |
| 2.3 |
0.85 |
1.09 |
7.18 |
60.90 |
0.86 |
| 2.4 |
0.90 |
1.26 |
7.52 |
62.58 |
0.90 |
| 2.5 |
0.94 |
1.43 |
7.85 |
64.26 |
0.92 |
| 2.6 |
0.94 |
1.59 |
8.19 |
65.95 |
0.94 |
| 2.7 |
0.97 |
1.76 |
8.53 |
67.63 |
0.96 |
| 2.8 |
0.97 |
1.93 |
8.86 |
69.31 |
0.97 |
| 2.9 |
0.98 |
2.10 |
9.00 |
71.00 |
0.98 |
| 3.0 |
1.00 |
2.27 |
9.00 |
72.68 |
0.99 |
$acceptance13_mean
| 0.0 |
0.01 |
-2.92 |
1.00 |
20.78 |
0.00 |
| 0.1 |
0.01 |
-2.75 |
1.00 |
22.49 |
0.00 |
| 0.2 |
0.01 |
-2.58 |
1.00 |
24.19 |
0.00 |
| 0.3 |
0.02 |
-2.41 |
1.00 |
25.89 |
0.01 |
| 0.4 |
0.02 |
-2.24 |
1.00 |
27.60 |
0.01 |
| 0.5 |
0.03 |
-2.07 |
1.00 |
29.30 |
0.02 |
| 0.6 |
0.04 |
-1.90 |
1.20 |
31.00 |
0.03 |
| 0.7 |
0.04 |
-1.73 |
1.54 |
32.71 |
0.04 |
| 0.8 |
0.06 |
-1.56 |
1.88 |
34.41 |
0.06 |
| 0.9 |
0.09 |
-1.39 |
2.22 |
36.12 |
0.08 |
| 1.0 |
0.14 |
-1.22 |
2.56 |
37.82 |
0.11 |
| 1.1 |
0.14 |
-1.05 |
2.90 |
39.52 |
0.15 |
| 1.2 |
0.18 |
-0.88 |
3.25 |
41.23 |
0.19 |
| 1.3 |
0.26 |
-0.71 |
3.59 |
42.93 |
0.24 |
| 1.4 |
0.26 |
-0.54 |
3.93 |
44.63 |
0.30 |
| 1.5 |
0.34 |
-0.37 |
4.27 |
46.34 |
0.36 |
| 1.6 |
0.43 |
-0.20 |
4.61 |
48.04 |
0.42 |
| 1.7 |
0.43 |
-0.03 |
4.95 |
49.74 |
0.49 |
| 1.8 |
0.53 |
0.14 |
5.29 |
51.45 |
0.56 |
| 1.9 |
0.64 |
0.32 |
5.63 |
53.15 |
0.62 |
| 2.0 |
0.76 |
0.49 |
5.97 |
54.86 |
0.69 |
| 2.1 |
0.76 |
0.66 |
6.31 |
56.56 |
0.74 |
| 2.2 |
0.82 |
0.83 |
6.65 |
58.26 |
0.80 |
| 2.3 |
0.87 |
1.00 |
6.99 |
59.97 |
0.84 |
| 2.4 |
0.87 |
1.17 |
7.33 |
61.67 |
0.88 |
| 2.5 |
0.90 |
1.34 |
7.67 |
63.37 |
0.91 |
| 2.6 |
0.94 |
1.51 |
8.02 |
65.08 |
0.93 |
| 2.7 |
0.94 |
1.68 |
8.36 |
66.78 |
0.95 |
| 2.8 |
0.96 |
1.85 |
8.70 |
68.48 |
0.97 |
| 2.9 |
0.98 |
2.02 |
9.00 |
70.19 |
0.98 |
| 3.0 |
1.00 |
2.19 |
9.00 |
71.89 |
0.99 |
Group: yes $fmi13_mean
| 0.0 |
0.00 |
-3.73 |
1.00 |
12.68 |
0.00 |
| 0.1 |
0.00 |
-3.53 |
1.00 |
14.74 |
0.00 |
| 0.2 |
0.00 |
-3.32 |
1.00 |
16.80 |
0.00 |
| 0.3 |
0.01 |
-3.11 |
1.00 |
18.86 |
0.00 |
| 0.4 |
0.01 |
-2.91 |
1.00 |
20.92 |
0.00 |
| 0.5 |
0.01 |
-2.70 |
1.00 |
22.99 |
0.00 |
| 0.6 |
0.01 |
-2.50 |
1.00 |
25.05 |
0.01 |
| 0.7 |
0.01 |
-2.29 |
1.00 |
27.11 |
0.01 |
| 0.8 |
0.02 |
-2.08 |
1.00 |
29.17 |
0.02 |
| 0.9 |
0.02 |
-1.88 |
1.25 |
31.23 |
0.03 |
| 1.0 |
0.06 |
-1.67 |
1.66 |
33.29 |
0.05 |
| 1.1 |
0.08 |
-1.46 |
2.07 |
35.35 |
0.07 |
| 1.2 |
0.09 |
-1.26 |
2.48 |
37.42 |
0.10 |
| 1.3 |
0.14 |
-1.05 |
2.90 |
39.48 |
0.15 |
| 1.4 |
0.19 |
-0.85 |
3.31 |
41.54 |
0.20 |
| 1.5 |
0.27 |
-0.64 |
3.72 |
43.60 |
0.26 |
| 1.6 |
0.32 |
-0.43 |
4.13 |
45.66 |
0.33 |
| 1.7 |
0.37 |
-0.23 |
4.54 |
47.72 |
0.41 |
| 1.8 |
0.51 |
-0.02 |
4.96 |
49.79 |
0.49 |
| 1.9 |
0.57 |
0.18 |
5.37 |
51.85 |
0.57 |
| 2.0 |
0.70 |
0.39 |
5.78 |
53.91 |
0.65 |
| 2.1 |
0.77 |
0.60 |
6.19 |
55.97 |
0.72 |
| 2.2 |
0.81 |
0.80 |
6.61 |
58.03 |
0.79 |
| 2.3 |
0.87 |
1.01 |
7.02 |
60.09 |
0.84 |
| 2.4 |
0.90 |
1.22 |
7.43 |
62.16 |
0.89 |
| 2.5 |
0.92 |
1.42 |
7.84 |
64.22 |
0.92 |
| 2.6 |
0.94 |
1.63 |
8.26 |
66.28 |
0.95 |
| 2.7 |
0.95 |
1.83 |
8.67 |
68.34 |
0.97 |
| 2.8 |
0.97 |
2.04 |
9.00 |
70.40 |
0.98 |
| 2.9 |
0.98 |
2.25 |
9.00 |
72.46 |
0.99 |
| 3.0 |
1.00 |
2.45 |
9.00 |
74.52 |
0.99 |
$presence_mean
| 0.0 |
0.01 |
-3.31 |
1.00 |
16.85 |
0.00 |
| 0.1 |
0.01 |
-3.14 |
1.00 |
18.64 |
0.00 |
| 0.2 |
0.01 |
-2.96 |
1.00 |
20.42 |
0.00 |
| 0.3 |
0.01 |
-2.78 |
1.00 |
22.20 |
0.00 |
| 0.4 |
0.01 |
-2.60 |
1.00 |
23.99 |
0.00 |
| 0.5 |
0.01 |
-2.42 |
1.00 |
25.77 |
0.01 |
| 0.6 |
0.01 |
-2.24 |
1.00 |
27.56 |
0.01 |
| 0.7 |
0.02 |
-2.07 |
1.00 |
29.34 |
0.02 |
| 0.8 |
0.02 |
-1.89 |
1.22 |
31.12 |
0.03 |
| 0.9 |
0.05 |
-1.71 |
1.58 |
32.91 |
0.04 |
| 1.0 |
0.09 |
-1.53 |
1.94 |
34.69 |
0.06 |
| 1.1 |
0.09 |
-1.35 |
2.29 |
36.47 |
0.09 |
| 1.2 |
0.12 |
-1.17 |
2.65 |
38.26 |
0.12 |
| 1.3 |
0.12 |
-1.00 |
3.01 |
40.04 |
0.16 |
| 1.4 |
0.20 |
-0.82 |
3.36 |
41.82 |
0.21 |
| 1.5 |
0.29 |
-0.64 |
3.72 |
43.61 |
0.26 |
| 1.6 |
0.29 |
-0.46 |
4.08 |
45.39 |
0.32 |
| 1.7 |
0.40 |
-0.28 |
4.44 |
47.18 |
0.39 |
| 1.8 |
0.40 |
-0.10 |
4.79 |
48.96 |
0.46 |
| 1.9 |
0.53 |
0.07 |
5.15 |
50.74 |
0.53 |
| 2.0 |
0.69 |
0.25 |
5.51 |
52.53 |
0.60 |
| 2.1 |
0.69 |
0.43 |
5.86 |
54.31 |
0.67 |
| 2.2 |
0.79 |
0.61 |
6.22 |
56.09 |
0.73 |
| 2.3 |
0.79 |
0.79 |
6.58 |
57.88 |
0.78 |
| 2.4 |
0.85 |
0.97 |
6.93 |
59.66 |
0.83 |
| 2.5 |
0.90 |
1.14 |
7.29 |
61.45 |
0.87 |
| 2.6 |
0.90 |
1.32 |
7.65 |
63.23 |
0.91 |
| 2.7 |
0.92 |
1.50 |
8.00 |
65.01 |
0.93 |
| 2.8 |
0.92 |
1.68 |
8.36 |
66.80 |
0.95 |
| 2.9 |
0.96 |
1.86 |
8.72 |
68.58 |
0.97 |
| 3.0 |
1.00 |
2.04 |
9.00 |
70.36 |
0.98 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.30 |
1.00 |
16.96 |
0.00 |
| 0.1 |
0.00 |
-3.12 |
1.00 |
18.80 |
0.00 |
| 0.2 |
0.01 |
-2.94 |
1.00 |
20.63 |
0.00 |
| 0.3 |
0.01 |
-2.75 |
1.00 |
22.46 |
0.00 |
| 0.4 |
0.01 |
-2.57 |
1.00 |
24.30 |
0.01 |
| 0.5 |
0.02 |
-2.39 |
1.00 |
26.13 |
0.01 |
| 0.6 |
0.02 |
-2.20 |
1.00 |
27.96 |
0.01 |
| 0.7 |
0.02 |
-2.02 |
1.00 |
29.80 |
0.02 |
| 0.8 |
0.03 |
-1.84 |
1.33 |
31.63 |
0.03 |
| 0.9 |
0.05 |
-1.65 |
1.69 |
33.46 |
0.05 |
| 1.0 |
0.09 |
-1.47 |
2.06 |
35.30 |
0.07 |
| 1.1 |
0.09 |
-1.29 |
2.43 |
37.13 |
0.10 |
| 1.2 |
0.12 |
-1.10 |
2.79 |
38.96 |
0.13 |
| 1.3 |
0.18 |
-0.92 |
3.16 |
40.80 |
0.18 |
| 1.4 |
0.18 |
-0.74 |
3.53 |
42.63 |
0.23 |
| 1.5 |
0.27 |
-0.55 |
3.89 |
44.46 |
0.29 |
| 1.6 |
0.38 |
-0.37 |
4.26 |
46.30 |
0.36 |
| 1.7 |
0.38 |
-0.19 |
4.63 |
48.13 |
0.43 |
| 1.8 |
0.45 |
0.00 |
4.99 |
49.96 |
0.50 |
| 1.9 |
0.59 |
0.18 |
5.36 |
51.80 |
0.57 |
| 2.0 |
0.73 |
0.36 |
5.73 |
53.63 |
0.64 |
| 2.1 |
0.73 |
0.55 |
6.09 |
55.46 |
0.71 |
| 2.2 |
0.83 |
0.73 |
6.46 |
57.30 |
0.77 |
| 2.3 |
0.86 |
0.91 |
6.83 |
59.13 |
0.82 |
| 2.4 |
0.86 |
1.10 |
7.19 |
60.97 |
0.86 |
| 2.5 |
0.90 |
1.28 |
7.56 |
62.80 |
0.90 |
| 2.6 |
0.92 |
1.46 |
7.93 |
64.63 |
0.93 |
| 2.7 |
0.92 |
1.65 |
8.29 |
66.47 |
0.95 |
| 2.8 |
0.95 |
1.83 |
8.66 |
68.30 |
0.97 |
| 2.9 |
0.97 |
2.01 |
9.00 |
70.13 |
0.98 |
| 3.0 |
1.00 |
2.20 |
9.00 |
71.97 |
0.99 |
Split by
retreats
Stats
describe_fmi_stats(var = Retreats)
Retreats=Multiple retreats per year
| acceptance13_mean |
1.81 |
0.60 |
0.48 |
(0.71, 3.00) |
1.57, 2.04 |
-0.03 |
-0.06 |
116 |
0 |
| fmi13_mean |
1.82 |
0.61 |
0.43 |
(0.71, 3.00) |
1.57, 2.00 |
0.03 |
0.32 |
116 |
0 |
| presence_mean |
1.84 |
0.61 |
0.50 |
(0.33, 3.00) |
1.50, 2.04 |
-0.15 |
0.28 |
116 |
0 |
Retreats=Never
| acceptance13_mean |
1.70 |
0.57 |
0.60 |
(0.00, 3.00) |
1.29, 2.00 |
-0.27 |
0.21 |
673 |
0 |
| fmi13_mean |
1.68 |
0.56 |
0.52 |
(0.21, 3.00) |
1.36, 2.00 |
-0.18 |
0.10 |
673 |
0 |
| presence_mean |
1.64 |
0.55 |
0.59 |
(0.00, 3.00) |
1.33, 2.00 |
-0.28 |
0.20 |
673 |
0 |
Retreats=Once a year
| acceptance13_mean |
1.73 |
0.58 |
0.50 |
(0.71, 3.00) |
1.43, 2.00 |
0.59 |
0.46 |
58 |
0 |
| fmi13_mean |
1.71 |
0.57 |
0.45 |
(0.57, 2.93) |
1.43, 1.98 |
0.30 |
0.36 |
58 |
0 |
| presence_mean |
1.68 |
0.56 |
0.55 |
(0.17, 3.00) |
1.33, 2.00 |
0.04 |
0.25 |
58 |
0 |
Retreats=Once every couple of years
| acceptance13_mean |
1.74 |
0.58 |
0.53 |
(0.29, 3.00) |
1.43, 2.11 |
0.14 |
0.12 |
86 |
0 |
| fmi13_mean |
1.71 |
0.57 |
0.46 |
(0.93, 2.93) |
1.36, 2.07 |
0.38 |
-0.32 |
86 |
0 |
| presence_mean |
1.71 |
0.57 |
0.59 |
(0.67, 3.00) |
1.33, 2.17 |
0.20 |
-0.44 |
86 |
0 |
Retreats=Rarely
| acceptance13_mean |
1.93 |
0.64 |
0.63 |
(0.14, 3.00) |
1.57, 2.29 |
-0.38 |
0.35 |
79 |
0 |
| fmi13_mean |
1.89 |
0.63 |
0.55 |
(0.29, 2.79) |
1.57, 2.29 |
-0.51 |
0.60 |
79 |
0 |
| presence_mean |
1.94 |
0.65 |
0.68 |
(0.00, 3.00) |
1.50, 2.33 |
-0.60 |
0.63 |
79 |
0 |
plot_fmi_descriptives(var = Retreats)

Norms
for (i in unique(d2$Retreats)) {
cat("Group: ", i, "\n")
d2 %>%
filter(Retreats == i) %>%
select(ends_with("_mean")) %>%
map(~ knitr::kable(compute_all_norms(., min_score = 0, max_score = 3, by = .1), digits = 2)) %>%
print()
}
Group: Never $fmi13_mean
| 0.0 |
0.00 |
-3.22 |
1.00 |
17.82 |
0.00 |
| 0.1 |
0.00 |
-3.03 |
1.00 |
19.74 |
0.00 |
| 0.2 |
0.00 |
-2.83 |
1.00 |
21.66 |
0.00 |
| 0.3 |
0.01 |
-2.64 |
1.00 |
23.58 |
0.00 |
| 0.4 |
0.01 |
-2.45 |
1.00 |
25.50 |
0.01 |
| 0.5 |
0.02 |
-2.26 |
1.00 |
27.42 |
0.01 |
| 0.6 |
0.03 |
-2.07 |
1.00 |
29.34 |
0.02 |
| 0.7 |
0.04 |
-1.87 |
1.25 |
31.26 |
0.03 |
| 0.8 |
0.06 |
-1.68 |
1.64 |
33.18 |
0.05 |
| 0.9 |
0.07 |
-1.49 |
2.02 |
35.10 |
0.07 |
| 1.0 |
0.11 |
-1.30 |
2.40 |
37.02 |
0.10 |
| 1.1 |
0.14 |
-1.11 |
2.79 |
38.94 |
0.13 |
| 1.2 |
0.17 |
-0.91 |
3.17 |
40.86 |
0.18 |
| 1.3 |
0.24 |
-0.72 |
3.56 |
42.78 |
0.24 |
| 1.4 |
0.29 |
-0.53 |
3.94 |
44.70 |
0.30 |
| 1.5 |
0.36 |
-0.34 |
4.32 |
46.62 |
0.37 |
| 1.6 |
0.41 |
-0.15 |
4.71 |
48.54 |
0.44 |
| 1.7 |
0.47 |
0.05 |
5.09 |
50.46 |
0.52 |
| 1.8 |
0.60 |
0.24 |
5.47 |
52.37 |
0.59 |
| 1.9 |
0.66 |
0.43 |
5.86 |
54.29 |
0.67 |
| 2.0 |
0.77 |
0.62 |
6.24 |
56.21 |
0.73 |
| 2.1 |
0.81 |
0.81 |
6.63 |
58.13 |
0.79 |
| 2.2 |
0.85 |
1.01 |
7.01 |
60.05 |
0.84 |
| 2.3 |
0.90 |
1.20 |
7.39 |
61.97 |
0.88 |
| 2.4 |
0.92 |
1.39 |
7.78 |
63.89 |
0.92 |
| 2.5 |
0.95 |
1.58 |
8.16 |
65.81 |
0.94 |
| 2.6 |
0.97 |
1.77 |
8.55 |
67.73 |
0.96 |
| 2.7 |
0.97 |
1.97 |
8.93 |
69.65 |
0.98 |
| 2.8 |
0.99 |
2.16 |
9.00 |
71.57 |
0.98 |
| 2.9 |
0.99 |
2.35 |
9.00 |
73.49 |
0.99 |
| 3.0 |
1.00 |
2.54 |
9.00 |
75.41 |
0.99 |
$presence_mean
| 0.0 |
0.01 |
-2.78 |
1.00 |
22.23 |
0.00 |
| 0.1 |
0.01 |
-2.61 |
1.00 |
23.91 |
0.00 |
| 0.2 |
0.02 |
-2.44 |
1.00 |
25.60 |
0.01 |
| 0.3 |
0.02 |
-2.27 |
1.00 |
27.29 |
0.01 |
| 0.4 |
0.03 |
-2.10 |
1.00 |
28.98 |
0.02 |
| 0.5 |
0.05 |
-1.93 |
1.13 |
30.67 |
0.03 |
| 0.6 |
0.05 |
-1.76 |
1.47 |
32.36 |
0.04 |
| 0.7 |
0.08 |
-1.60 |
1.81 |
34.05 |
0.06 |
| 0.8 |
0.08 |
-1.43 |
2.15 |
35.74 |
0.08 |
| 0.9 |
0.11 |
-1.26 |
2.49 |
37.43 |
0.10 |
| 1.0 |
0.16 |
-1.09 |
2.82 |
39.12 |
0.14 |
| 1.1 |
0.16 |
-0.92 |
3.16 |
40.81 |
0.18 |
| 1.2 |
0.23 |
-0.75 |
3.50 |
42.49 |
0.23 |
| 1.3 |
0.23 |
-0.58 |
3.84 |
44.18 |
0.28 |
| 1.4 |
0.32 |
-0.41 |
4.17 |
45.87 |
0.34 |
| 1.5 |
0.42 |
-0.24 |
4.51 |
47.56 |
0.40 |
| 1.6 |
0.42 |
-0.07 |
4.85 |
49.25 |
0.47 |
| 1.7 |
0.55 |
0.09 |
5.19 |
50.94 |
0.54 |
| 1.8 |
0.55 |
0.26 |
5.53 |
52.63 |
0.60 |
| 1.9 |
0.68 |
0.43 |
5.86 |
54.32 |
0.67 |
| 2.0 |
0.80 |
0.60 |
6.20 |
56.01 |
0.73 |
| 2.1 |
0.80 |
0.77 |
6.54 |
57.70 |
0.78 |
| 2.2 |
0.86 |
0.94 |
6.88 |
59.38 |
0.83 |
| 2.3 |
0.86 |
1.11 |
7.21 |
61.07 |
0.87 |
| 2.4 |
0.91 |
1.28 |
7.55 |
62.76 |
0.90 |
| 2.5 |
0.95 |
1.45 |
7.89 |
64.45 |
0.93 |
| 2.6 |
0.95 |
1.61 |
8.23 |
66.14 |
0.95 |
| 2.7 |
0.97 |
1.78 |
8.57 |
67.83 |
0.96 |
| 2.8 |
0.97 |
1.95 |
8.90 |
69.52 |
0.97 |
| 2.9 |
0.98 |
2.12 |
9.00 |
71.21 |
0.98 |
| 3.0 |
1.00 |
2.29 |
9.00 |
72.90 |
0.99 |
$acceptance13_mean
| 0.0 |
0.01 |
-2.84 |
1.00 |
21.61 |
0.00 |
| 0.1 |
0.01 |
-2.67 |
1.00 |
23.29 |
0.00 |
| 0.2 |
0.02 |
-2.50 |
1.00 |
24.96 |
0.01 |
| 0.3 |
0.02 |
-2.34 |
1.00 |
26.63 |
0.01 |
| 0.4 |
0.02 |
-2.17 |
1.00 |
28.31 |
0.02 |
| 0.5 |
0.03 |
-2.00 |
1.00 |
29.98 |
0.02 |
| 0.6 |
0.05 |
-1.83 |
1.33 |
31.65 |
0.03 |
| 0.7 |
0.05 |
-1.67 |
1.67 |
33.33 |
0.05 |
| 0.8 |
0.07 |
-1.50 |
2.00 |
35.00 |
0.07 |
| 0.9 |
0.10 |
-1.33 |
2.33 |
36.67 |
0.09 |
| 1.0 |
0.15 |
-1.17 |
2.67 |
38.35 |
0.12 |
| 1.1 |
0.15 |
-1.00 |
3.00 |
40.02 |
0.16 |
| 1.2 |
0.20 |
-0.83 |
3.34 |
41.69 |
0.20 |
| 1.3 |
0.27 |
-0.66 |
3.67 |
43.37 |
0.25 |
| 1.4 |
0.27 |
-0.50 |
4.01 |
45.04 |
0.31 |
| 1.5 |
0.35 |
-0.33 |
4.34 |
46.72 |
0.37 |
| 1.6 |
0.43 |
-0.16 |
4.68 |
48.39 |
0.44 |
| 1.7 |
0.43 |
0.01 |
5.01 |
50.06 |
0.50 |
| 1.8 |
0.53 |
0.17 |
5.35 |
51.74 |
0.57 |
| 1.9 |
0.64 |
0.34 |
5.68 |
53.41 |
0.63 |
| 2.0 |
0.76 |
0.51 |
6.02 |
55.08 |
0.69 |
| 2.1 |
0.76 |
0.68 |
6.35 |
56.76 |
0.75 |
| 2.2 |
0.83 |
0.84 |
6.69 |
58.43 |
0.80 |
| 2.3 |
0.87 |
1.01 |
7.02 |
60.10 |
0.84 |
| 2.4 |
0.87 |
1.18 |
7.36 |
61.78 |
0.88 |
| 2.5 |
0.91 |
1.35 |
7.69 |
63.45 |
0.91 |
| 2.6 |
0.95 |
1.51 |
8.03 |
65.13 |
0.93 |
| 2.7 |
0.95 |
1.68 |
8.36 |
66.80 |
0.95 |
| 2.8 |
0.96 |
1.85 |
8.69 |
68.47 |
0.97 |
| 2.9 |
0.98 |
2.01 |
9.00 |
70.15 |
0.98 |
| 3.0 |
1.00 |
2.18 |
9.00 |
71.82 |
0.99 |
Group: Once every couple of years $fmi13_mean
| 0.0 |
0.00 |
-3.67 |
1.00 |
13.26 |
0.00 |
| 0.1 |
0.00 |
-3.46 |
1.00 |
15.41 |
0.00 |
| 0.2 |
0.00 |
-3.24 |
1.00 |
17.56 |
0.00 |
| 0.3 |
0.00 |
-3.03 |
1.00 |
19.72 |
0.00 |
| 0.4 |
0.00 |
-2.81 |
1.00 |
21.87 |
0.00 |
| 0.5 |
0.00 |
-2.60 |
1.00 |
24.02 |
0.00 |
| 0.6 |
0.00 |
-2.38 |
1.00 |
26.17 |
0.01 |
| 0.7 |
0.00 |
-2.17 |
1.00 |
28.32 |
0.02 |
| 0.8 |
0.00 |
-1.95 |
1.09 |
30.47 |
0.03 |
| 0.9 |
0.00 |
-1.74 |
1.52 |
32.62 |
0.04 |
| 1.0 |
0.07 |
-1.52 |
1.96 |
34.78 |
0.06 |
| 1.1 |
0.09 |
-1.31 |
2.39 |
36.93 |
0.10 |
| 1.2 |
0.14 |
-1.09 |
2.82 |
39.08 |
0.14 |
| 1.3 |
0.23 |
-0.88 |
3.25 |
41.23 |
0.19 |
| 1.4 |
0.28 |
-0.66 |
3.68 |
43.38 |
0.25 |
| 1.5 |
0.37 |
-0.45 |
4.11 |
45.53 |
0.33 |
| 1.6 |
0.48 |
-0.23 |
4.54 |
47.68 |
0.41 |
| 1.7 |
0.51 |
-0.02 |
4.97 |
49.84 |
0.49 |
| 1.8 |
0.60 |
0.20 |
5.40 |
51.99 |
0.58 |
| 1.9 |
0.63 |
0.41 |
5.83 |
54.14 |
0.66 |
| 2.0 |
0.73 |
0.63 |
6.26 |
56.29 |
0.74 |
| 2.1 |
0.80 |
0.84 |
6.69 |
58.44 |
0.80 |
| 2.2 |
0.87 |
1.06 |
7.12 |
60.59 |
0.86 |
| 2.3 |
0.92 |
1.27 |
7.55 |
62.74 |
0.90 |
| 2.4 |
0.92 |
1.49 |
7.98 |
64.90 |
0.93 |
| 2.5 |
0.95 |
1.70 |
8.41 |
67.05 |
0.96 |
| 2.6 |
0.97 |
1.92 |
8.84 |
69.20 |
0.97 |
| 2.7 |
0.97 |
2.14 |
9.00 |
71.35 |
0.98 |
| 2.8 |
0.99 |
2.35 |
9.00 |
73.50 |
0.99 |
| 2.9 |
0.99 |
2.57 |
9.00 |
75.65 |
0.99 |
| 3.0 |
1.00 |
2.78 |
9.00 |
77.80 |
1.00 |
$presence_mean
| 0.0 |
0.00 |
-2.91 |
1.00 |
20.88 |
0.00 |
| 0.1 |
0.00 |
-2.74 |
1.00 |
22.58 |
0.00 |
| 0.2 |
0.00 |
-2.57 |
1.00 |
24.29 |
0.01 |
| 0.3 |
0.00 |
-2.40 |
1.00 |
26.00 |
0.01 |
| 0.4 |
0.00 |
-2.23 |
1.00 |
27.70 |
0.01 |
| 0.5 |
0.00 |
-2.06 |
1.00 |
29.41 |
0.02 |
| 0.6 |
0.00 |
-1.89 |
1.22 |
31.11 |
0.03 |
| 0.7 |
0.05 |
-1.72 |
1.56 |
32.82 |
0.04 |
| 0.8 |
0.05 |
-1.55 |
1.90 |
34.52 |
0.06 |
| 0.9 |
0.10 |
-1.38 |
2.25 |
36.23 |
0.08 |
| 1.0 |
0.17 |
-1.21 |
2.59 |
37.94 |
0.11 |
| 1.1 |
0.17 |
-1.04 |
2.93 |
39.64 |
0.15 |
| 1.2 |
0.22 |
-0.87 |
3.27 |
41.35 |
0.19 |
| 1.3 |
0.22 |
-0.69 |
3.61 |
43.05 |
0.24 |
| 1.4 |
0.29 |
-0.52 |
3.95 |
44.76 |
0.30 |
| 1.5 |
0.45 |
-0.35 |
4.29 |
46.46 |
0.36 |
| 1.6 |
0.45 |
-0.18 |
4.63 |
48.17 |
0.43 |
| 1.7 |
0.56 |
-0.01 |
4.97 |
49.87 |
0.49 |
| 1.8 |
0.56 |
0.16 |
5.32 |
51.58 |
0.56 |
| 1.9 |
0.63 |
0.33 |
5.66 |
53.29 |
0.63 |
| 2.0 |
0.72 |
0.50 |
6.00 |
54.99 |
0.69 |
| 2.1 |
0.72 |
0.67 |
6.34 |
56.70 |
0.75 |
| 2.2 |
0.81 |
0.84 |
6.68 |
58.40 |
0.80 |
| 2.3 |
0.81 |
1.01 |
7.02 |
60.11 |
0.84 |
| 2.4 |
0.92 |
1.18 |
7.36 |
61.81 |
0.88 |
| 2.5 |
0.93 |
1.35 |
7.70 |
63.52 |
0.91 |
| 2.6 |
0.93 |
1.52 |
8.04 |
65.22 |
0.94 |
| 2.7 |
0.93 |
1.69 |
8.39 |
66.93 |
0.95 |
| 2.8 |
0.93 |
1.86 |
8.73 |
68.64 |
0.97 |
| 2.9 |
0.97 |
2.03 |
9.00 |
70.34 |
0.98 |
| 3.0 |
1.00 |
2.20 |
9.00 |
72.05 |
0.99 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.30 |
1.00 |
17.03 |
0.00 |
| 0.1 |
0.00 |
-3.11 |
1.00 |
18.92 |
0.00 |
| 0.2 |
0.00 |
-2.92 |
1.00 |
20.82 |
0.00 |
| 0.3 |
0.01 |
-2.73 |
1.00 |
22.71 |
0.00 |
| 0.4 |
0.01 |
-2.54 |
1.00 |
24.60 |
0.01 |
| 0.5 |
0.01 |
-2.35 |
1.00 |
26.50 |
0.01 |
| 0.6 |
0.01 |
-2.16 |
1.00 |
28.39 |
0.02 |
| 0.7 |
0.01 |
-1.97 |
1.06 |
30.29 |
0.02 |
| 0.8 |
0.01 |
-1.78 |
1.44 |
32.18 |
0.04 |
| 0.9 |
0.05 |
-1.59 |
1.81 |
34.07 |
0.06 |
| 1.0 |
0.12 |
-1.40 |
2.19 |
35.97 |
0.08 |
| 1.1 |
0.12 |
-1.21 |
2.57 |
37.86 |
0.11 |
| 1.2 |
0.15 |
-1.02 |
2.95 |
39.76 |
0.15 |
| 1.3 |
0.21 |
-0.84 |
3.33 |
41.65 |
0.20 |
| 1.4 |
0.21 |
-0.65 |
3.71 |
43.54 |
0.26 |
| 1.5 |
0.35 |
-0.46 |
4.09 |
45.44 |
0.32 |
| 1.6 |
0.45 |
-0.27 |
4.47 |
47.33 |
0.39 |
| 1.7 |
0.45 |
-0.08 |
4.85 |
49.23 |
0.47 |
| 1.8 |
0.55 |
0.11 |
5.22 |
51.12 |
0.54 |
| 1.9 |
0.63 |
0.30 |
5.60 |
53.01 |
0.62 |
| 2.0 |
0.74 |
0.49 |
5.98 |
54.91 |
0.69 |
| 2.1 |
0.74 |
0.68 |
6.36 |
56.80 |
0.75 |
| 2.2 |
0.84 |
0.87 |
6.74 |
58.70 |
0.81 |
| 2.3 |
0.87 |
1.06 |
7.12 |
60.59 |
0.86 |
| 2.4 |
0.87 |
1.25 |
7.50 |
62.48 |
0.89 |
| 2.5 |
0.93 |
1.44 |
7.88 |
64.38 |
0.92 |
| 2.6 |
0.95 |
1.63 |
8.25 |
66.27 |
0.95 |
| 2.7 |
0.95 |
1.82 |
8.63 |
68.17 |
0.97 |
| 2.8 |
0.97 |
2.01 |
9.00 |
70.06 |
0.98 |
| 2.9 |
0.97 |
2.20 |
9.00 |
71.95 |
0.99 |
| 3.0 |
1.00 |
2.38 |
9.00 |
73.85 |
0.99 |
Group: Multiple retreats per year $fmi13_mean
| 0.0 |
0.00 |
-4.22 |
1.00 |
7.83 |
0.00 |
| 0.1 |
0.00 |
-3.99 |
1.00 |
10.15 |
0.00 |
| 0.2 |
0.00 |
-3.75 |
1.00 |
12.47 |
0.00 |
| 0.3 |
0.00 |
-3.52 |
1.00 |
14.79 |
0.00 |
| 0.4 |
0.00 |
-3.29 |
1.00 |
17.11 |
0.00 |
| 0.5 |
0.00 |
-3.06 |
1.00 |
19.43 |
0.00 |
| 0.6 |
0.00 |
-2.82 |
1.00 |
21.75 |
0.00 |
| 0.7 |
0.00 |
-2.59 |
1.00 |
24.07 |
0.00 |
| 0.8 |
0.02 |
-2.36 |
1.00 |
26.39 |
0.01 |
| 0.9 |
0.02 |
-2.13 |
1.00 |
28.71 |
0.02 |
| 1.0 |
0.03 |
-1.90 |
1.21 |
31.04 |
0.03 |
| 1.1 |
0.07 |
-1.66 |
1.67 |
33.36 |
0.05 |
| 1.2 |
0.09 |
-1.43 |
2.14 |
35.68 |
0.08 |
| 1.3 |
0.13 |
-1.20 |
2.60 |
38.00 |
0.12 |
| 1.4 |
0.16 |
-0.97 |
3.06 |
40.32 |
0.17 |
| 1.5 |
0.22 |
-0.74 |
3.53 |
42.64 |
0.23 |
| 1.6 |
0.28 |
-0.50 |
3.99 |
44.96 |
0.31 |
| 1.7 |
0.34 |
-0.27 |
4.46 |
47.28 |
0.39 |
| 1.8 |
0.51 |
-0.04 |
4.92 |
49.60 |
0.48 |
| 1.9 |
0.59 |
0.19 |
5.38 |
51.92 |
0.58 |
| 2.0 |
0.76 |
0.42 |
5.85 |
54.24 |
0.66 |
| 2.1 |
0.78 |
0.66 |
6.31 |
56.57 |
0.74 |
| 2.2 |
0.80 |
0.89 |
6.78 |
58.89 |
0.81 |
| 2.3 |
0.90 |
1.12 |
7.24 |
61.21 |
0.87 |
| 2.4 |
0.91 |
1.35 |
7.71 |
63.53 |
0.91 |
| 2.5 |
0.93 |
1.58 |
8.17 |
65.85 |
0.94 |
| 2.6 |
0.95 |
1.82 |
8.63 |
68.17 |
0.97 |
| 2.7 |
0.97 |
2.05 |
9.00 |
70.49 |
0.98 |
| 2.8 |
0.99 |
2.28 |
9.00 |
72.81 |
0.99 |
| 2.9 |
0.99 |
2.51 |
9.00 |
75.13 |
0.99 |
| 3.0 |
1.00 |
2.75 |
9.00 |
77.45 |
1.00 |
$presence_mean
| 0.0 |
0.00 |
-3.71 |
1.00 |
12.89 |
0.00 |
| 0.1 |
0.00 |
-3.51 |
1.00 |
14.90 |
0.00 |
| 0.2 |
0.00 |
-3.31 |
1.00 |
16.92 |
0.00 |
| 0.3 |
0.00 |
-3.11 |
1.00 |
18.93 |
0.00 |
| 0.4 |
0.01 |
-2.91 |
1.00 |
20.95 |
0.00 |
| 0.5 |
0.01 |
-2.70 |
1.00 |
22.96 |
0.00 |
| 0.6 |
0.01 |
-2.50 |
1.00 |
24.98 |
0.01 |
| 0.7 |
0.02 |
-2.30 |
1.00 |
26.99 |
0.01 |
| 0.8 |
0.02 |
-2.10 |
1.00 |
29.01 |
0.02 |
| 0.9 |
0.03 |
-1.90 |
1.20 |
31.02 |
0.03 |
| 1.0 |
0.08 |
-1.70 |
1.61 |
33.03 |
0.04 |
| 1.1 |
0.08 |
-1.50 |
2.01 |
35.05 |
0.07 |
| 1.2 |
0.12 |
-1.29 |
2.41 |
37.06 |
0.10 |
| 1.3 |
0.12 |
-1.09 |
2.82 |
39.08 |
0.14 |
| 1.4 |
0.18 |
-0.89 |
3.22 |
41.09 |
0.19 |
| 1.5 |
0.28 |
-0.69 |
3.62 |
43.11 |
0.25 |
| 1.6 |
0.28 |
-0.49 |
4.02 |
45.12 |
0.31 |
| 1.7 |
0.39 |
-0.29 |
4.43 |
47.14 |
0.39 |
| 1.8 |
0.39 |
-0.08 |
4.83 |
49.15 |
0.47 |
| 1.9 |
0.52 |
0.12 |
5.23 |
51.17 |
0.55 |
| 2.0 |
0.75 |
0.32 |
5.64 |
53.18 |
0.62 |
| 2.1 |
0.75 |
0.52 |
6.04 |
55.20 |
0.70 |
| 2.2 |
0.84 |
0.72 |
6.44 |
57.21 |
0.76 |
| 2.3 |
0.84 |
0.92 |
6.85 |
59.23 |
0.82 |
| 2.4 |
0.86 |
1.12 |
7.25 |
61.24 |
0.87 |
| 2.5 |
0.92 |
1.33 |
7.65 |
63.26 |
0.91 |
| 2.6 |
0.92 |
1.53 |
8.05 |
65.27 |
0.94 |
| 2.7 |
0.97 |
1.73 |
8.46 |
67.29 |
0.96 |
| 2.8 |
0.97 |
1.93 |
8.86 |
69.30 |
0.97 |
| 2.9 |
0.98 |
2.13 |
9.00 |
71.32 |
0.98 |
| 3.0 |
1.00 |
2.33 |
9.00 |
73.33 |
0.99 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.80 |
1.00 |
11.98 |
0.00 |
| 0.1 |
0.00 |
-3.59 |
1.00 |
14.08 |
0.00 |
| 0.2 |
0.00 |
-3.38 |
1.00 |
16.18 |
0.00 |
| 0.3 |
0.00 |
-3.17 |
1.00 |
18.27 |
0.00 |
| 0.4 |
0.00 |
-2.96 |
1.00 |
20.37 |
0.00 |
| 0.5 |
0.00 |
-2.75 |
1.00 |
22.47 |
0.00 |
| 0.6 |
0.00 |
-2.54 |
1.00 |
24.57 |
0.01 |
| 0.7 |
0.00 |
-2.33 |
1.00 |
26.67 |
0.01 |
| 0.8 |
0.02 |
-2.12 |
1.00 |
28.77 |
0.02 |
| 0.9 |
0.03 |
-1.91 |
1.17 |
30.87 |
0.03 |
| 1.0 |
0.09 |
-1.70 |
1.59 |
32.97 |
0.04 |
| 1.1 |
0.09 |
-1.49 |
2.01 |
35.07 |
0.07 |
| 1.2 |
0.11 |
-1.28 |
2.43 |
37.16 |
0.10 |
| 1.3 |
0.18 |
-1.07 |
2.85 |
39.26 |
0.14 |
| 1.4 |
0.18 |
-0.86 |
3.27 |
41.36 |
0.19 |
| 1.5 |
0.23 |
-0.65 |
3.69 |
43.46 |
0.26 |
| 1.6 |
0.33 |
-0.44 |
4.11 |
45.56 |
0.33 |
| 1.7 |
0.33 |
-0.23 |
4.53 |
47.66 |
0.41 |
| 1.8 |
0.43 |
-0.02 |
4.95 |
49.76 |
0.49 |
| 1.9 |
0.60 |
0.19 |
5.37 |
51.86 |
0.57 |
| 2.0 |
0.75 |
0.40 |
5.79 |
53.95 |
0.65 |
| 2.1 |
0.75 |
0.61 |
6.21 |
56.05 |
0.73 |
| 2.2 |
0.84 |
0.82 |
6.63 |
58.15 |
0.79 |
| 2.3 |
0.88 |
1.03 |
7.05 |
60.25 |
0.85 |
| 2.4 |
0.88 |
1.24 |
7.47 |
62.35 |
0.89 |
| 2.5 |
0.91 |
1.44 |
7.89 |
64.45 |
0.93 |
| 2.6 |
0.93 |
1.65 |
8.31 |
66.55 |
0.95 |
| 2.7 |
0.93 |
1.86 |
8.73 |
68.65 |
0.97 |
| 2.8 |
0.99 |
2.07 |
9.00 |
70.75 |
0.98 |
| 2.9 |
0.99 |
2.28 |
9.00 |
72.84 |
0.99 |
| 3.0 |
1.00 |
2.49 |
9.00 |
74.94 |
0.99 |
Group: Rarely $fmi13_mean
| 0.0 |
0.00 |
-3.42 |
1.00 |
15.83 |
0.00 |
| 0.1 |
0.00 |
-3.24 |
1.00 |
17.64 |
0.00 |
| 0.2 |
0.00 |
-3.05 |
1.00 |
19.45 |
0.00 |
| 0.3 |
0.01 |
-2.87 |
1.00 |
21.27 |
0.00 |
| 0.4 |
0.01 |
-2.69 |
1.00 |
23.08 |
0.00 |
| 0.5 |
0.04 |
-2.51 |
1.00 |
24.89 |
0.01 |
| 0.6 |
0.04 |
-2.33 |
1.00 |
26.70 |
0.01 |
| 0.7 |
0.04 |
-2.15 |
1.00 |
28.52 |
0.02 |
| 0.8 |
0.05 |
-1.97 |
1.07 |
30.33 |
0.02 |
| 0.9 |
0.05 |
-1.79 |
1.43 |
32.14 |
0.04 |
| 1.0 |
0.05 |
-1.60 |
1.79 |
33.95 |
0.05 |
| 1.1 |
0.08 |
-1.42 |
2.15 |
35.77 |
0.08 |
| 1.2 |
0.08 |
-1.24 |
2.52 |
37.58 |
0.11 |
| 1.3 |
0.09 |
-1.06 |
2.88 |
39.39 |
0.14 |
| 1.4 |
0.13 |
-0.88 |
3.24 |
41.21 |
0.19 |
| 1.5 |
0.24 |
-0.70 |
3.60 |
43.02 |
0.24 |
| 1.6 |
0.30 |
-0.52 |
3.97 |
44.83 |
0.30 |
| 1.7 |
0.35 |
-0.34 |
4.33 |
46.64 |
0.37 |
| 1.8 |
0.44 |
-0.15 |
4.69 |
48.46 |
0.44 |
| 1.9 |
0.49 |
0.03 |
5.05 |
50.27 |
0.51 |
| 2.0 |
0.63 |
0.21 |
5.42 |
52.08 |
0.58 |
| 2.1 |
0.68 |
0.39 |
5.78 |
53.89 |
0.65 |
| 2.2 |
0.71 |
0.57 |
6.14 |
55.71 |
0.72 |
| 2.3 |
0.77 |
0.75 |
6.50 |
57.52 |
0.77 |
| 2.4 |
0.80 |
0.93 |
6.87 |
59.33 |
0.82 |
| 2.5 |
0.89 |
1.11 |
7.23 |
61.14 |
0.87 |
| 2.6 |
0.90 |
1.30 |
7.59 |
62.96 |
0.90 |
| 2.7 |
0.90 |
1.48 |
7.95 |
64.77 |
0.93 |
| 2.8 |
1.00 |
1.66 |
8.32 |
66.58 |
0.95 |
| 2.9 |
1.00 |
1.84 |
8.68 |
68.40 |
0.97 |
| 3.0 |
1.00 |
2.02 |
9.00 |
70.21 |
0.98 |
$presence_mean
| 0.0 |
0.03 |
-2.85 |
1.00 |
21.48 |
0.00 |
| 0.1 |
0.03 |
-2.71 |
1.00 |
22.95 |
0.00 |
| 0.2 |
0.04 |
-2.56 |
1.00 |
24.42 |
0.01 |
| 0.3 |
0.04 |
-2.41 |
1.00 |
25.90 |
0.01 |
| 0.4 |
0.04 |
-2.26 |
1.00 |
27.37 |
0.01 |
| 0.5 |
0.04 |
-2.12 |
1.00 |
28.84 |
0.02 |
| 0.6 |
0.04 |
-1.97 |
1.06 |
30.31 |
0.02 |
| 0.7 |
0.05 |
-1.82 |
1.36 |
31.79 |
0.03 |
| 0.8 |
0.05 |
-1.67 |
1.65 |
33.26 |
0.05 |
| 0.9 |
0.05 |
-1.53 |
1.95 |
34.73 |
0.06 |
| 1.0 |
0.08 |
-1.38 |
2.24 |
36.20 |
0.08 |
| 1.1 |
0.08 |
-1.23 |
2.54 |
37.68 |
0.11 |
| 1.2 |
0.15 |
-1.08 |
2.83 |
39.15 |
0.14 |
| 1.3 |
0.15 |
-0.94 |
3.12 |
40.62 |
0.17 |
| 1.4 |
0.19 |
-0.79 |
3.42 |
42.10 |
0.21 |
| 1.5 |
0.28 |
-0.64 |
3.71 |
43.57 |
0.26 |
| 1.6 |
0.28 |
-0.50 |
4.01 |
45.04 |
0.31 |
| 1.7 |
0.35 |
-0.35 |
4.30 |
46.51 |
0.36 |
| 1.8 |
0.35 |
-0.20 |
4.60 |
47.99 |
0.42 |
| 1.9 |
0.46 |
-0.05 |
4.89 |
49.46 |
0.48 |
| 2.0 |
0.58 |
0.09 |
5.19 |
50.93 |
0.54 |
| 2.1 |
0.58 |
0.24 |
5.48 |
52.40 |
0.60 |
| 2.2 |
0.68 |
0.39 |
5.78 |
53.88 |
0.65 |
| 2.3 |
0.68 |
0.54 |
6.07 |
55.35 |
0.70 |
| 2.4 |
0.76 |
0.68 |
6.36 |
56.82 |
0.75 |
| 2.5 |
0.82 |
0.83 |
6.66 |
58.30 |
0.80 |
| 2.6 |
0.82 |
0.98 |
6.95 |
59.77 |
0.84 |
| 2.7 |
0.87 |
1.12 |
7.25 |
61.24 |
0.87 |
| 2.8 |
0.87 |
1.27 |
7.54 |
62.71 |
0.90 |
| 2.9 |
0.91 |
1.42 |
7.84 |
64.19 |
0.92 |
| 3.0 |
1.00 |
1.57 |
8.13 |
65.66 |
0.94 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.09 |
1.00 |
19.08 |
0.00 |
| 0.1 |
0.00 |
-2.93 |
1.00 |
20.68 |
0.00 |
| 0.2 |
0.01 |
-2.77 |
1.00 |
22.28 |
0.00 |
| 0.3 |
0.03 |
-2.61 |
1.00 |
23.88 |
0.00 |
| 0.4 |
0.03 |
-2.45 |
1.00 |
25.48 |
0.01 |
| 0.5 |
0.03 |
-2.29 |
1.00 |
27.08 |
0.01 |
| 0.6 |
0.05 |
-2.13 |
1.00 |
28.68 |
0.02 |
| 0.7 |
0.05 |
-1.97 |
1.06 |
30.28 |
0.02 |
| 0.8 |
0.05 |
-1.81 |
1.37 |
31.87 |
0.03 |
| 0.9 |
0.05 |
-1.65 |
1.69 |
33.47 |
0.05 |
| 1.0 |
0.05 |
-1.49 |
2.01 |
35.07 |
0.07 |
| 1.1 |
0.05 |
-1.33 |
2.33 |
36.67 |
0.09 |
| 1.2 |
0.09 |
-1.17 |
2.65 |
38.27 |
0.12 |
| 1.3 |
0.15 |
-1.01 |
2.97 |
39.87 |
0.16 |
| 1.4 |
0.15 |
-0.85 |
3.29 |
41.47 |
0.20 |
| 1.5 |
0.24 |
-0.69 |
3.61 |
43.07 |
0.24 |
| 1.6 |
0.29 |
-0.53 |
3.93 |
44.67 |
0.30 |
| 1.7 |
0.29 |
-0.37 |
4.25 |
46.27 |
0.35 |
| 1.8 |
0.41 |
-0.21 |
4.57 |
47.87 |
0.42 |
| 1.9 |
0.47 |
-0.05 |
4.89 |
49.47 |
0.48 |
| 2.0 |
0.63 |
0.11 |
5.21 |
51.07 |
0.54 |
| 2.1 |
0.63 |
0.27 |
5.53 |
52.67 |
0.61 |
| 2.2 |
0.70 |
0.43 |
5.85 |
54.27 |
0.67 |
| 2.3 |
0.76 |
0.59 |
6.17 |
55.87 |
0.72 |
| 2.4 |
0.76 |
0.75 |
6.49 |
57.47 |
0.77 |
| 2.5 |
0.78 |
0.91 |
6.81 |
59.07 |
0.82 |
| 2.6 |
0.85 |
1.07 |
7.13 |
60.67 |
0.86 |
| 2.7 |
0.85 |
1.23 |
7.45 |
62.27 |
0.89 |
| 2.8 |
0.90 |
1.39 |
7.77 |
63.87 |
0.92 |
| 2.9 |
0.94 |
1.55 |
8.09 |
65.47 |
0.94 |
| 3.0 |
1.00 |
1.71 |
8.41 |
67.07 |
0.96 |
Group: Once a year $fmi13_mean
| 0.0 |
0.00 |
-3.76 |
1.00 |
12.37 |
0.00 |
| 0.1 |
0.00 |
-3.54 |
1.00 |
14.57 |
0.00 |
| 0.2 |
0.00 |
-3.32 |
1.00 |
16.77 |
0.00 |
| 0.3 |
0.00 |
-3.10 |
1.00 |
18.96 |
0.00 |
| 0.4 |
0.00 |
-2.88 |
1.00 |
21.16 |
0.00 |
| 0.5 |
0.00 |
-2.66 |
1.00 |
23.36 |
0.00 |
| 0.6 |
0.02 |
-2.44 |
1.00 |
25.56 |
0.01 |
| 0.7 |
0.02 |
-2.22 |
1.00 |
27.76 |
0.01 |
| 0.8 |
0.02 |
-2.00 |
1.00 |
29.96 |
0.02 |
| 0.9 |
0.02 |
-1.78 |
1.43 |
32.15 |
0.04 |
| 1.0 |
0.07 |
-1.56 |
1.87 |
34.35 |
0.06 |
| 1.1 |
0.07 |
-1.34 |
2.31 |
36.55 |
0.09 |
| 1.2 |
0.10 |
-1.13 |
2.75 |
38.75 |
0.13 |
| 1.3 |
0.14 |
-0.91 |
3.19 |
40.95 |
0.18 |
| 1.4 |
0.21 |
-0.69 |
3.63 |
43.15 |
0.25 |
| 1.5 |
0.38 |
-0.47 |
4.07 |
45.34 |
0.32 |
| 1.6 |
0.45 |
-0.25 |
4.51 |
47.54 |
0.40 |
| 1.7 |
0.52 |
-0.03 |
4.95 |
49.74 |
0.49 |
| 1.8 |
0.66 |
0.19 |
5.39 |
51.94 |
0.58 |
| 1.9 |
0.67 |
0.41 |
5.83 |
54.14 |
0.66 |
| 2.0 |
0.79 |
0.63 |
6.27 |
56.33 |
0.74 |
| 2.1 |
0.83 |
0.85 |
6.71 |
58.53 |
0.80 |
| 2.2 |
0.83 |
1.07 |
7.15 |
60.73 |
0.86 |
| 2.3 |
0.90 |
1.29 |
7.59 |
62.93 |
0.90 |
| 2.4 |
0.91 |
1.51 |
8.03 |
65.13 |
0.93 |
| 2.5 |
0.95 |
1.73 |
8.47 |
67.33 |
0.96 |
| 2.6 |
0.97 |
1.95 |
8.90 |
69.52 |
0.97 |
| 2.7 |
0.98 |
2.17 |
9.00 |
71.72 |
0.99 |
| 2.8 |
0.98 |
2.39 |
9.00 |
73.92 |
0.99 |
| 2.9 |
0.98 |
2.61 |
9.00 |
76.12 |
1.00 |
| 3.0 |
1.00 |
2.83 |
9.00 |
78.32 |
1.00 |
$presence_mean
| 0.0 |
0.00 |
-3.04 |
1.00 |
19.58 |
0.00 |
| 0.1 |
0.00 |
-2.86 |
1.00 |
21.39 |
0.00 |
| 0.2 |
0.02 |
-2.68 |
1.00 |
23.20 |
0.00 |
| 0.3 |
0.02 |
-2.50 |
1.00 |
25.01 |
0.01 |
| 0.4 |
0.02 |
-2.32 |
1.00 |
26.82 |
0.01 |
| 0.5 |
0.02 |
-2.14 |
1.00 |
28.63 |
0.02 |
| 0.6 |
0.02 |
-1.96 |
1.09 |
30.44 |
0.03 |
| 0.7 |
0.03 |
-1.78 |
1.45 |
32.25 |
0.04 |
| 0.8 |
0.03 |
-1.59 |
1.81 |
34.06 |
0.06 |
| 0.9 |
0.05 |
-1.41 |
2.17 |
35.87 |
0.08 |
| 1.0 |
0.14 |
-1.23 |
2.54 |
37.68 |
0.11 |
| 1.1 |
0.14 |
-1.05 |
2.90 |
39.49 |
0.15 |
| 1.2 |
0.21 |
-0.87 |
3.26 |
41.29 |
0.19 |
| 1.3 |
0.21 |
-0.69 |
3.62 |
43.10 |
0.25 |
| 1.4 |
0.33 |
-0.51 |
3.98 |
44.91 |
0.31 |
| 1.5 |
0.43 |
-0.33 |
4.34 |
46.72 |
0.37 |
| 1.6 |
0.43 |
-0.15 |
4.71 |
48.53 |
0.44 |
| 1.7 |
0.57 |
0.03 |
5.07 |
50.34 |
0.51 |
| 1.8 |
0.57 |
0.22 |
5.43 |
52.15 |
0.59 |
| 1.9 |
0.67 |
0.40 |
5.79 |
53.96 |
0.65 |
| 2.0 |
0.79 |
0.58 |
6.15 |
55.77 |
0.72 |
| 2.1 |
0.79 |
0.76 |
6.52 |
57.58 |
0.78 |
| 2.2 |
0.86 |
0.94 |
6.88 |
59.39 |
0.83 |
| 2.3 |
0.86 |
1.12 |
7.24 |
61.20 |
0.87 |
| 2.4 |
0.88 |
1.30 |
7.60 |
63.01 |
0.90 |
| 2.5 |
0.95 |
1.48 |
7.96 |
64.82 |
0.93 |
| 2.6 |
0.95 |
1.66 |
8.33 |
66.63 |
0.95 |
| 2.7 |
0.97 |
1.84 |
8.69 |
68.44 |
0.97 |
| 2.8 |
0.97 |
2.02 |
9.00 |
70.25 |
0.98 |
| 2.9 |
0.98 |
2.21 |
9.00 |
72.06 |
0.99 |
| 3.0 |
1.00 |
2.39 |
9.00 |
73.87 |
0.99 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.50 |
1.00 |
14.98 |
0.00 |
| 0.1 |
0.00 |
-3.30 |
1.00 |
17.00 |
0.00 |
| 0.2 |
0.00 |
-3.10 |
1.00 |
19.02 |
0.00 |
| 0.3 |
0.00 |
-2.90 |
1.00 |
21.04 |
0.00 |
| 0.4 |
0.00 |
-2.69 |
1.00 |
23.06 |
0.00 |
| 0.5 |
0.00 |
-2.49 |
1.00 |
25.08 |
0.01 |
| 0.6 |
0.00 |
-2.29 |
1.00 |
27.10 |
0.01 |
| 0.7 |
0.00 |
-2.09 |
1.00 |
29.12 |
0.02 |
| 0.8 |
0.02 |
-1.89 |
1.23 |
31.14 |
0.03 |
| 0.9 |
0.03 |
-1.68 |
1.63 |
33.16 |
0.05 |
| 1.0 |
0.09 |
-1.48 |
2.04 |
35.18 |
0.07 |
| 1.1 |
0.09 |
-1.28 |
2.44 |
37.20 |
0.10 |
| 1.2 |
0.10 |
-1.08 |
2.84 |
39.22 |
0.14 |
| 1.3 |
0.19 |
-0.88 |
3.25 |
41.24 |
0.19 |
| 1.4 |
0.19 |
-0.67 |
3.65 |
43.26 |
0.25 |
| 1.5 |
0.31 |
-0.47 |
4.05 |
45.27 |
0.32 |
| 1.6 |
0.53 |
-0.27 |
4.46 |
47.29 |
0.39 |
| 1.7 |
0.53 |
-0.07 |
4.86 |
49.31 |
0.47 |
| 1.8 |
0.57 |
0.13 |
5.27 |
51.33 |
0.55 |
| 1.9 |
0.69 |
0.34 |
5.67 |
53.35 |
0.63 |
| 2.0 |
0.79 |
0.54 |
6.07 |
55.37 |
0.70 |
| 2.1 |
0.79 |
0.74 |
6.48 |
57.39 |
0.77 |
| 2.2 |
0.86 |
0.94 |
6.88 |
59.41 |
0.83 |
| 2.3 |
0.91 |
1.14 |
7.29 |
61.43 |
0.87 |
| 2.4 |
0.91 |
1.34 |
7.69 |
63.45 |
0.91 |
| 2.5 |
0.91 |
1.55 |
8.09 |
65.47 |
0.94 |
| 2.6 |
0.93 |
1.75 |
8.50 |
67.49 |
0.96 |
| 2.7 |
0.93 |
1.95 |
8.90 |
69.51 |
0.97 |
| 2.8 |
0.93 |
2.15 |
9.00 |
71.53 |
0.98 |
| 2.9 |
0.98 |
2.35 |
9.00 |
73.55 |
0.99 |
| 3.0 |
1.00 |
2.56 |
9.00 |
75.57 |
0.99 |
Split by Vipassana
continuously
Stats
describe_fmi_stats(var = Vip_regel)
Vip_regel=ja
| acceptance13_mean |
1.71 |
0.57 |
0.64 |
(0.29, 3.00) |
1.43, 2.14 |
-0.02 |
0.04 |
33 |
0 |
| fmi13_mean |
1.67 |
0.56 |
0.59 |
(0.43, 2.79) |
1.36, 2.14 |
-0.21 |
0.02 |
33 |
0 |
| presence_mean |
1.66 |
0.55 |
0.77 |
(0.00, 3.00) |
1.33, 2.17 |
-0.37 |
-0.18 |
33 |
0 |
Vip_regel=nicht
| acceptance13_mean |
1.73 |
0.58 |
0.58 |
(0.00, 3.00) |
1.43, 2.00 |
-0.22 |
0.28 |
979 |
0 |
| fmi13_mean |
1.71 |
0.57 |
0.51 |
(0.21, 3.00) |
1.36, 2.00 |
-0.14 |
0.16 |
979 |
0 |
| presence_mean |
1.70 |
0.57 |
0.59 |
(0.00, 3.00) |
1.33, 2.00 |
-0.22 |
0.19 |
979 |
0 |
plot_fmi_descriptives(var = Vip_regel)

Norms
for (i in unique(d2$Vip_regel)) {
cat("Group: ", i, "\n")
d2 %>%
filter(Vip_regel == i) %>%
select(ends_with("_mean")) %>%
map(~ knitr::kable(compute_all_norms(., min_score = 0, max_score = 3, by = .1), digits = 2)) %>%
print()
}
Group: nicht $fmi13_mean
| 0.0 |
0.00 |
-3.39 |
1.00 |
16.14 |
0.00 |
| 0.1 |
0.00 |
-3.19 |
1.00 |
18.11 |
0.00 |
| 0.2 |
0.00 |
-2.99 |
1.00 |
20.09 |
0.00 |
| 0.3 |
0.01 |
-2.79 |
1.00 |
22.06 |
0.00 |
| 0.4 |
0.01 |
-2.60 |
1.00 |
24.04 |
0.00 |
| 0.5 |
0.01 |
-2.40 |
1.00 |
26.01 |
0.01 |
| 0.6 |
0.02 |
-2.20 |
1.00 |
27.99 |
0.01 |
| 0.7 |
0.03 |
-2.00 |
1.00 |
29.96 |
0.02 |
| 0.8 |
0.04 |
-1.81 |
1.39 |
31.93 |
0.04 |
| 0.9 |
0.05 |
-1.61 |
1.78 |
33.91 |
0.05 |
| 1.0 |
0.09 |
-1.41 |
2.18 |
35.88 |
0.08 |
| 1.1 |
0.12 |
-1.21 |
2.57 |
37.86 |
0.11 |
| 1.2 |
0.15 |
-1.02 |
2.97 |
39.83 |
0.15 |
| 1.3 |
0.21 |
-0.82 |
3.36 |
41.81 |
0.21 |
| 1.4 |
0.25 |
-0.62 |
3.76 |
43.78 |
0.27 |
| 1.5 |
0.34 |
-0.42 |
4.15 |
45.76 |
0.34 |
| 1.6 |
0.39 |
-0.23 |
4.55 |
47.73 |
0.41 |
| 1.7 |
0.45 |
-0.03 |
4.94 |
49.70 |
0.49 |
| 1.8 |
0.58 |
0.17 |
5.34 |
51.68 |
0.57 |
| 1.9 |
0.63 |
0.37 |
5.73 |
53.65 |
0.64 |
| 2.0 |
0.76 |
0.56 |
6.13 |
55.63 |
0.71 |
| 2.1 |
0.80 |
0.76 |
6.52 |
57.60 |
0.78 |
| 2.2 |
0.83 |
0.96 |
6.92 |
59.58 |
0.83 |
| 2.3 |
0.89 |
1.16 |
7.31 |
61.55 |
0.88 |
| 2.4 |
0.91 |
1.35 |
7.71 |
63.53 |
0.91 |
| 2.5 |
0.95 |
1.55 |
8.10 |
65.50 |
0.94 |
| 2.6 |
0.96 |
1.75 |
8.50 |
67.48 |
0.96 |
| 2.7 |
0.97 |
1.94 |
8.89 |
69.45 |
0.97 |
| 2.8 |
0.99 |
2.14 |
9.00 |
71.42 |
0.98 |
| 2.9 |
0.99 |
2.34 |
9.00 |
73.40 |
0.99 |
| 3.0 |
1.00 |
2.54 |
9.00 |
75.37 |
0.99 |
$presence_mean
| 0.0 |
0.01 |
-2.90 |
1.00 |
21.04 |
0.00 |
| 0.1 |
0.01 |
-2.73 |
1.00 |
22.75 |
0.00 |
| 0.2 |
0.01 |
-2.55 |
1.00 |
24.45 |
0.01 |
| 0.3 |
0.01 |
-2.38 |
1.00 |
26.16 |
0.01 |
| 0.4 |
0.02 |
-2.21 |
1.00 |
27.86 |
0.01 |
| 0.5 |
0.04 |
-2.04 |
1.00 |
29.56 |
0.02 |
| 0.6 |
0.04 |
-1.87 |
1.25 |
31.27 |
0.03 |
| 0.7 |
0.06 |
-1.70 |
1.59 |
32.97 |
0.04 |
| 0.8 |
0.06 |
-1.53 |
1.94 |
34.68 |
0.06 |
| 0.9 |
0.09 |
-1.36 |
2.28 |
36.38 |
0.09 |
| 1.0 |
0.14 |
-1.19 |
2.62 |
38.09 |
0.12 |
| 1.1 |
0.14 |
-1.02 |
2.96 |
39.79 |
0.15 |
| 1.2 |
0.21 |
-0.85 |
3.30 |
41.50 |
0.20 |
| 1.3 |
0.21 |
-0.68 |
3.64 |
43.20 |
0.25 |
| 1.4 |
0.29 |
-0.51 |
3.98 |
44.91 |
0.31 |
| 1.5 |
0.40 |
-0.34 |
4.32 |
46.61 |
0.37 |
| 1.6 |
0.40 |
-0.17 |
4.66 |
48.32 |
0.43 |
| 1.7 |
0.51 |
0.00 |
5.00 |
50.02 |
0.50 |
| 1.8 |
0.51 |
0.17 |
5.35 |
51.73 |
0.57 |
| 1.9 |
0.64 |
0.34 |
5.69 |
53.43 |
0.63 |
| 2.0 |
0.77 |
0.51 |
6.03 |
55.14 |
0.70 |
| 2.1 |
0.77 |
0.68 |
6.37 |
56.84 |
0.75 |
| 2.2 |
0.84 |
0.85 |
6.71 |
58.55 |
0.80 |
| 2.3 |
0.84 |
1.03 |
7.05 |
60.25 |
0.85 |
| 2.4 |
0.89 |
1.20 |
7.39 |
61.96 |
0.88 |
| 2.5 |
0.94 |
1.37 |
7.73 |
63.66 |
0.91 |
| 2.6 |
0.94 |
1.54 |
8.07 |
65.37 |
0.94 |
| 2.7 |
0.96 |
1.71 |
8.41 |
67.07 |
0.96 |
| 2.8 |
0.96 |
1.88 |
8.76 |
68.78 |
0.97 |
| 2.9 |
0.98 |
2.05 |
9.00 |
70.48 |
0.98 |
| 3.0 |
1.00 |
2.22 |
9.00 |
72.19 |
0.99 |
$acceptance13_mean
| 0.0 |
0.01 |
-3.00 |
1.00 |
19.96 |
0.00 |
| 0.1 |
0.01 |
-2.83 |
1.00 |
21.69 |
0.00 |
| 0.2 |
0.01 |
-2.66 |
1.00 |
23.42 |
0.00 |
| 0.3 |
0.02 |
-2.48 |
1.00 |
25.15 |
0.01 |
| 0.4 |
0.02 |
-2.31 |
1.00 |
26.88 |
0.01 |
| 0.5 |
0.03 |
-2.14 |
1.00 |
28.62 |
0.02 |
| 0.6 |
0.03 |
-1.97 |
1.07 |
30.35 |
0.02 |
| 0.7 |
0.03 |
-1.79 |
1.42 |
32.08 |
0.04 |
| 0.8 |
0.05 |
-1.62 |
1.76 |
33.81 |
0.05 |
| 0.9 |
0.08 |
-1.45 |
2.11 |
35.54 |
0.07 |
| 1.0 |
0.13 |
-1.27 |
2.46 |
37.28 |
0.10 |
| 1.1 |
0.13 |
-1.10 |
2.80 |
39.01 |
0.14 |
| 1.2 |
0.17 |
-0.93 |
3.15 |
40.74 |
0.18 |
| 1.3 |
0.24 |
-0.75 |
3.49 |
42.47 |
0.23 |
| 1.4 |
0.24 |
-0.58 |
3.84 |
44.20 |
0.28 |
| 1.5 |
0.33 |
-0.41 |
4.19 |
45.93 |
0.34 |
| 1.6 |
0.42 |
-0.23 |
4.53 |
47.67 |
0.41 |
| 1.7 |
0.42 |
-0.06 |
4.88 |
49.40 |
0.48 |
| 1.8 |
0.51 |
0.11 |
5.23 |
51.13 |
0.55 |
| 1.9 |
0.63 |
0.29 |
5.57 |
52.86 |
0.61 |
| 2.0 |
0.75 |
0.46 |
5.92 |
54.59 |
0.68 |
| 2.1 |
0.75 |
0.63 |
6.27 |
56.33 |
0.74 |
| 2.2 |
0.82 |
0.81 |
6.61 |
58.06 |
0.79 |
| 2.3 |
0.87 |
0.98 |
6.96 |
59.79 |
0.84 |
| 2.4 |
0.87 |
1.15 |
7.30 |
61.52 |
0.88 |
| 2.5 |
0.90 |
1.33 |
7.65 |
63.25 |
0.91 |
| 2.6 |
0.94 |
1.50 |
8.00 |
64.99 |
0.93 |
| 2.7 |
0.94 |
1.67 |
8.34 |
66.72 |
0.95 |
| 2.8 |
0.96 |
1.85 |
8.69 |
68.45 |
0.97 |
| 2.9 |
0.98 |
2.02 |
9.00 |
70.18 |
0.98 |
| 3.0 |
1.00 |
2.19 |
9.00 |
71.91 |
0.99 |
Group: ja $fmi13_mean
| 0.0 |
0.00 |
-2.82 |
1.00 |
21.78 |
0.00 |
| 0.1 |
0.00 |
-2.65 |
1.00 |
23.47 |
0.00 |
| 0.2 |
0.00 |
-2.48 |
1.00 |
25.16 |
0.01 |
| 0.3 |
0.00 |
-2.31 |
1.00 |
26.85 |
0.01 |
| 0.4 |
0.00 |
-2.15 |
1.00 |
28.55 |
0.02 |
| 0.5 |
0.06 |
-1.98 |
1.05 |
30.24 |
0.02 |
| 0.6 |
0.09 |
-1.81 |
1.39 |
31.93 |
0.04 |
| 0.7 |
0.09 |
-1.64 |
1.72 |
33.62 |
0.05 |
| 0.8 |
0.09 |
-1.47 |
2.06 |
35.31 |
0.07 |
| 0.9 |
0.09 |
-1.30 |
2.40 |
37.00 |
0.10 |
| 1.0 |
0.12 |
-1.13 |
2.74 |
38.69 |
0.13 |
| 1.1 |
0.12 |
-0.96 |
3.08 |
40.38 |
0.17 |
| 1.2 |
0.12 |
-0.79 |
3.41 |
42.07 |
0.21 |
| 1.3 |
0.21 |
-0.62 |
3.75 |
43.76 |
0.27 |
| 1.4 |
0.27 |
-0.45 |
4.09 |
45.45 |
0.32 |
| 1.5 |
0.39 |
-0.29 |
4.43 |
47.15 |
0.39 |
| 1.6 |
0.52 |
-0.12 |
4.77 |
48.84 |
0.45 |
| 1.7 |
0.52 |
0.05 |
5.11 |
50.53 |
0.52 |
| 1.8 |
0.70 |
0.22 |
5.44 |
52.22 |
0.59 |
| 1.9 |
0.73 |
0.39 |
5.78 |
53.91 |
0.65 |
| 2.0 |
0.73 |
0.56 |
6.12 |
55.60 |
0.71 |
| 2.1 |
0.73 |
0.73 |
6.46 |
57.29 |
0.77 |
| 2.2 |
0.79 |
0.90 |
6.80 |
58.98 |
0.82 |
| 2.3 |
0.85 |
1.07 |
7.13 |
60.67 |
0.86 |
| 2.4 |
0.88 |
1.24 |
7.47 |
62.36 |
0.89 |
| 2.5 |
0.94 |
1.41 |
7.81 |
64.05 |
0.92 |
| 2.6 |
0.94 |
1.57 |
8.15 |
65.75 |
0.94 |
| 2.7 |
0.94 |
1.74 |
8.49 |
67.44 |
0.96 |
| 2.8 |
1.00 |
1.91 |
8.83 |
69.13 |
0.97 |
| 2.9 |
1.00 |
2.08 |
9.00 |
70.82 |
0.98 |
| 3.0 |
1.00 |
2.25 |
9.00 |
72.51 |
0.99 |
$presence_mean
| 0.0 |
0.03 |
-2.16 |
1.00 |
28.37 |
0.02 |
| 0.1 |
0.03 |
-2.03 |
1.00 |
29.68 |
0.02 |
| 0.2 |
0.09 |
-1.90 |
1.20 |
30.98 |
0.03 |
| 0.3 |
0.09 |
-1.77 |
1.46 |
32.29 |
0.04 |
| 0.4 |
0.09 |
-1.64 |
1.72 |
33.59 |
0.05 |
| 0.5 |
0.09 |
-1.51 |
1.98 |
34.90 |
0.07 |
| 0.6 |
0.09 |
-1.38 |
2.24 |
36.21 |
0.08 |
| 0.7 |
0.12 |
-1.25 |
2.50 |
37.51 |
0.11 |
| 0.8 |
0.12 |
-1.12 |
2.76 |
38.82 |
0.13 |
| 0.9 |
0.15 |
-0.99 |
3.02 |
40.12 |
0.16 |
| 1.0 |
0.21 |
-0.86 |
3.29 |
41.43 |
0.20 |
| 1.1 |
0.21 |
-0.73 |
3.55 |
42.73 |
0.23 |
| 1.2 |
0.24 |
-0.60 |
3.81 |
44.04 |
0.28 |
| 1.3 |
0.24 |
-0.47 |
4.07 |
45.34 |
0.32 |
| 1.4 |
0.30 |
-0.33 |
4.33 |
46.65 |
0.37 |
| 1.5 |
0.45 |
-0.20 |
4.59 |
47.96 |
0.42 |
| 1.6 |
0.45 |
-0.07 |
4.85 |
49.26 |
0.47 |
| 1.7 |
0.58 |
0.06 |
5.11 |
50.57 |
0.52 |
| 1.8 |
0.58 |
0.19 |
5.37 |
51.87 |
0.57 |
| 1.9 |
0.67 |
0.32 |
5.64 |
53.18 |
0.62 |
| 2.0 |
0.67 |
0.45 |
5.90 |
54.48 |
0.67 |
| 2.1 |
0.67 |
0.58 |
6.16 |
55.79 |
0.72 |
| 2.2 |
0.76 |
0.71 |
6.42 |
57.09 |
0.76 |
| 2.3 |
0.76 |
0.84 |
6.68 |
58.40 |
0.80 |
| 2.4 |
0.82 |
0.97 |
6.94 |
59.71 |
0.83 |
| 2.5 |
0.91 |
1.10 |
7.20 |
61.01 |
0.86 |
| 2.6 |
0.91 |
1.23 |
7.46 |
62.32 |
0.89 |
| 2.7 |
0.91 |
1.36 |
7.72 |
63.62 |
0.91 |
| 2.8 |
0.91 |
1.49 |
7.99 |
64.93 |
0.93 |
| 2.9 |
0.97 |
1.62 |
8.25 |
66.23 |
0.95 |
| 3.0 |
1.00 |
1.75 |
8.51 |
67.54 |
0.96 |
$acceptance13_mean
| 0.0 |
0.00 |
-2.69 |
1.00 |
23.09 |
0.00 |
| 0.1 |
0.00 |
-2.53 |
1.00 |
24.66 |
0.01 |
| 0.2 |
0.00 |
-2.38 |
1.00 |
26.23 |
0.01 |
| 0.3 |
0.03 |
-2.22 |
1.00 |
27.81 |
0.01 |
| 0.4 |
0.03 |
-2.06 |
1.00 |
29.38 |
0.02 |
| 0.5 |
0.03 |
-1.90 |
1.19 |
30.96 |
0.03 |
| 0.6 |
0.06 |
-1.75 |
1.51 |
32.53 |
0.04 |
| 0.7 |
0.06 |
-1.59 |
1.82 |
34.10 |
0.06 |
| 0.8 |
0.09 |
-1.43 |
2.14 |
35.68 |
0.08 |
| 0.9 |
0.12 |
-1.27 |
2.45 |
37.25 |
0.10 |
| 1.0 |
0.12 |
-1.12 |
2.77 |
38.83 |
0.13 |
| 1.1 |
0.12 |
-0.96 |
3.08 |
40.40 |
0.17 |
| 1.2 |
0.18 |
-0.80 |
3.39 |
41.97 |
0.21 |
| 1.3 |
0.24 |
-0.65 |
3.71 |
43.55 |
0.26 |
| 1.4 |
0.24 |
-0.49 |
4.02 |
45.12 |
0.31 |
| 1.5 |
0.33 |
-0.33 |
4.34 |
46.70 |
0.37 |
| 1.6 |
0.45 |
-0.17 |
4.65 |
48.27 |
0.43 |
| 1.7 |
0.45 |
-0.02 |
4.97 |
49.84 |
0.49 |
| 1.8 |
0.64 |
0.14 |
5.28 |
51.42 |
0.56 |
| 1.9 |
0.67 |
0.30 |
5.60 |
52.99 |
0.62 |
| 2.0 |
0.73 |
0.46 |
5.91 |
54.57 |
0.68 |
| 2.1 |
0.73 |
0.61 |
6.23 |
56.14 |
0.73 |
| 2.2 |
0.82 |
0.77 |
6.54 |
57.71 |
0.78 |
| 2.3 |
0.85 |
0.93 |
6.86 |
59.29 |
0.82 |
| 2.4 |
0.85 |
1.09 |
7.17 |
60.86 |
0.86 |
| 2.5 |
0.85 |
1.24 |
7.49 |
62.43 |
0.89 |
| 2.6 |
0.91 |
1.40 |
7.80 |
64.01 |
0.92 |
| 2.7 |
0.91 |
1.56 |
8.12 |
65.58 |
0.94 |
| 2.8 |
0.94 |
1.72 |
8.43 |
67.16 |
0.96 |
| 2.9 |
0.97 |
1.87 |
8.75 |
68.73 |
0.97 |
| 3.0 |
1.00 |
2.03 |
9.00 |
70.30 |
0.98 |
Split by Age
Stats
Median age in sample?
d2$Alter %>% median()
## [1] 49
d2 <-
d2 %>%
mutate(age_below_md = if_else(Alter < median(Alter), "young", "old"))
describe_fmi_stats(var = age_below_md)
age_below_md=old
| acceptance13_mean |
1.76 |
0.59 |
0.59 |
(0.00, 3.00) |
1.43, 2.14 |
-0.38 |
0.41 |
526 |
0 |
| fmi13_mean |
1.74 |
0.58 |
0.51 |
(0.21, 3.00) |
1.43, 2.07 |
-0.29 |
0.25 |
526 |
0 |
| presence_mean |
1.71 |
0.57 |
0.58 |
(0.00, 3.00) |
1.33, 2.00 |
-0.38 |
0.39 |
526 |
0 |
age_below_md=young
| acceptance13_mean |
1.70 |
0.57 |
0.56 |
(0.00, 3.00) |
1.29, 2.00 |
-0.03 |
0.17 |
486 |
0 |
| fmi13_mean |
1.68 |
0.56 |
0.50 |
(0.21, 3.00) |
1.36, 2.00 |
0.01 |
0.14 |
486 |
0 |
| presence_mean |
1.68 |
0.56 |
0.60 |
(0.00, 3.00) |
1.33, 2.00 |
-0.09 |
0.05 |
486 |
0 |
plot_fmi_descriptives(var = age_below_md)

Norms
for (i in unique(d2$age_below_md)) {
cat("Group: ", i, "\n")
d2 %>%
filter(age_below_md == i) %>%
select(ends_with("_mean")) %>%
map(~ knitr::kable(compute_all_norms(., min_score = 0, max_score = 3, by = .1), digits = 2)) %>%
print()
}
Group: young $fmi13_mean
| 0.0 |
0.00 |
-3.34 |
1.00 |
16.56 |
0.00 |
| 0.1 |
0.00 |
-3.14 |
1.00 |
18.55 |
0.00 |
| 0.2 |
0.00 |
-2.95 |
1.00 |
20.54 |
0.00 |
| 0.3 |
0.01 |
-2.75 |
1.00 |
22.53 |
0.00 |
| 0.4 |
0.01 |
-2.55 |
1.00 |
24.52 |
0.01 |
| 0.5 |
0.01 |
-2.35 |
1.00 |
26.51 |
0.01 |
| 0.6 |
0.02 |
-2.15 |
1.00 |
28.50 |
0.02 |
| 0.7 |
0.02 |
-1.95 |
1.10 |
30.49 |
0.03 |
| 0.8 |
0.04 |
-1.75 |
1.49 |
32.47 |
0.04 |
| 0.9 |
0.06 |
-1.55 |
1.89 |
34.46 |
0.06 |
| 1.0 |
0.09 |
-1.35 |
2.29 |
36.45 |
0.09 |
| 1.1 |
0.12 |
-1.16 |
2.69 |
38.44 |
0.12 |
| 1.2 |
0.16 |
-0.96 |
3.09 |
40.43 |
0.17 |
| 1.3 |
0.22 |
-0.76 |
3.48 |
42.42 |
0.22 |
| 1.4 |
0.27 |
-0.56 |
3.88 |
44.41 |
0.29 |
| 1.5 |
0.39 |
-0.36 |
4.28 |
46.40 |
0.36 |
| 1.6 |
0.45 |
-0.16 |
4.68 |
48.38 |
0.44 |
| 1.7 |
0.50 |
0.04 |
5.07 |
50.37 |
0.51 |
| 1.8 |
0.62 |
0.24 |
5.47 |
52.36 |
0.59 |
| 1.9 |
0.66 |
0.44 |
5.87 |
54.35 |
0.67 |
| 2.0 |
0.78 |
0.63 |
6.27 |
56.34 |
0.74 |
| 2.1 |
0.83 |
0.83 |
6.67 |
58.33 |
0.80 |
| 2.2 |
0.86 |
1.03 |
7.06 |
60.32 |
0.85 |
| 2.3 |
0.90 |
1.23 |
7.46 |
62.31 |
0.89 |
| 2.4 |
0.91 |
1.43 |
7.86 |
64.29 |
0.92 |
| 2.5 |
0.95 |
1.63 |
8.26 |
66.28 |
0.95 |
| 2.6 |
0.96 |
1.83 |
8.65 |
68.27 |
0.97 |
| 2.7 |
0.96 |
2.03 |
9.00 |
70.26 |
0.98 |
| 2.8 |
0.99 |
2.22 |
9.00 |
72.25 |
0.99 |
| 2.9 |
0.99 |
2.42 |
9.00 |
74.24 |
0.99 |
| 3.0 |
1.00 |
2.62 |
9.00 |
76.23 |
1.00 |
$presence_mean
| 0.0 |
0.01 |
-2.78 |
1.00 |
22.23 |
0.00 |
| 0.1 |
0.01 |
-2.61 |
1.00 |
23.89 |
0.00 |
| 0.2 |
0.02 |
-2.45 |
1.00 |
25.54 |
0.01 |
| 0.3 |
0.02 |
-2.28 |
1.00 |
27.20 |
0.01 |
| 0.4 |
0.02 |
-2.11 |
1.00 |
28.85 |
0.02 |
| 0.5 |
0.03 |
-1.95 |
1.10 |
30.51 |
0.03 |
| 0.6 |
0.03 |
-1.78 |
1.43 |
32.16 |
0.04 |
| 0.7 |
0.07 |
-1.62 |
1.76 |
33.82 |
0.05 |
| 0.8 |
0.07 |
-1.45 |
2.09 |
35.47 |
0.07 |
| 0.9 |
0.10 |
-1.29 |
2.42 |
37.12 |
0.10 |
| 1.0 |
0.15 |
-1.12 |
2.76 |
38.78 |
0.13 |
| 1.1 |
0.15 |
-0.96 |
3.09 |
40.43 |
0.17 |
| 1.2 |
0.23 |
-0.79 |
3.42 |
42.09 |
0.21 |
| 1.3 |
0.23 |
-0.63 |
3.75 |
43.74 |
0.27 |
| 1.4 |
0.31 |
-0.46 |
4.08 |
45.40 |
0.32 |
| 1.5 |
0.43 |
-0.30 |
4.41 |
47.05 |
0.38 |
| 1.6 |
0.43 |
-0.13 |
4.74 |
48.70 |
0.45 |
| 1.7 |
0.56 |
0.04 |
5.07 |
50.36 |
0.51 |
| 1.8 |
0.56 |
0.20 |
5.40 |
52.01 |
0.58 |
| 1.9 |
0.66 |
0.37 |
5.73 |
53.67 |
0.64 |
| 2.0 |
0.77 |
0.53 |
6.06 |
55.32 |
0.70 |
| 2.1 |
0.77 |
0.70 |
6.40 |
56.98 |
0.76 |
| 2.2 |
0.84 |
0.86 |
6.73 |
58.63 |
0.81 |
| 2.3 |
0.84 |
1.03 |
7.06 |
60.28 |
0.85 |
| 2.4 |
0.88 |
1.19 |
7.39 |
61.94 |
0.88 |
| 2.5 |
0.92 |
1.36 |
7.72 |
63.59 |
0.91 |
| 2.6 |
0.92 |
1.52 |
8.05 |
65.25 |
0.94 |
| 2.7 |
0.95 |
1.69 |
8.38 |
66.90 |
0.95 |
| 2.8 |
0.95 |
1.86 |
8.71 |
68.56 |
0.97 |
| 2.9 |
0.97 |
2.02 |
9.00 |
70.21 |
0.98 |
| 3.0 |
1.00 |
2.19 |
9.00 |
71.86 |
0.99 |
$acceptance13_mean
| 0.0 |
0.00 |
-3.03 |
1.00 |
19.67 |
0.00 |
| 0.1 |
0.00 |
-2.85 |
1.00 |
21.45 |
0.00 |
| 0.2 |
0.01 |
-2.68 |
1.00 |
23.23 |
0.00 |
| 0.3 |
0.01 |
-2.50 |
1.00 |
25.02 |
0.01 |
| 0.4 |
0.01 |
-2.32 |
1.00 |
26.80 |
0.01 |
| 0.5 |
0.02 |
-2.14 |
1.00 |
28.58 |
0.02 |
| 0.6 |
0.03 |
-1.96 |
1.07 |
30.36 |
0.02 |
| 0.7 |
0.03 |
-1.79 |
1.43 |
32.14 |
0.04 |
| 0.8 |
0.04 |
-1.61 |
1.78 |
33.92 |
0.05 |
| 0.9 |
0.08 |
-1.43 |
2.14 |
35.70 |
0.08 |
| 1.0 |
0.13 |
-1.25 |
2.50 |
37.49 |
0.11 |
| 1.1 |
0.13 |
-1.07 |
2.85 |
39.27 |
0.14 |
| 1.2 |
0.18 |
-0.90 |
3.21 |
41.05 |
0.19 |
| 1.3 |
0.26 |
-0.72 |
3.57 |
42.83 |
0.24 |
| 1.4 |
0.26 |
-0.54 |
3.92 |
44.61 |
0.29 |
| 1.5 |
0.35 |
-0.36 |
4.28 |
46.39 |
0.36 |
| 1.6 |
0.46 |
-0.18 |
4.63 |
48.17 |
0.43 |
| 1.7 |
0.46 |
0.00 |
4.99 |
49.95 |
0.50 |
| 1.8 |
0.55 |
0.17 |
5.35 |
51.74 |
0.57 |
| 1.9 |
0.66 |
0.35 |
5.70 |
53.52 |
0.64 |
| 2.0 |
0.78 |
0.53 |
6.06 |
55.30 |
0.70 |
| 2.1 |
0.78 |
0.71 |
6.42 |
57.08 |
0.76 |
| 2.2 |
0.84 |
0.89 |
6.77 |
58.86 |
0.81 |
| 2.3 |
0.89 |
1.06 |
7.13 |
60.64 |
0.86 |
| 2.4 |
0.89 |
1.24 |
7.48 |
62.42 |
0.89 |
| 2.5 |
0.91 |
1.42 |
7.84 |
64.21 |
0.92 |
| 2.6 |
0.94 |
1.60 |
8.20 |
65.99 |
0.95 |
| 2.7 |
0.94 |
1.78 |
8.55 |
67.77 |
0.96 |
| 2.8 |
0.96 |
1.96 |
8.91 |
69.55 |
0.97 |
| 2.9 |
0.98 |
2.13 |
9.00 |
71.33 |
0.98 |
| 3.0 |
1.00 |
2.31 |
9.00 |
73.11 |
0.99 |
Group: old $fmi13_mean
| 0.0 |
0.00 |
-3.39 |
1.00 |
16.06 |
0.00 |
| 0.1 |
0.00 |
-3.20 |
1.00 |
18.01 |
0.00 |
| 0.2 |
0.00 |
-3.00 |
1.00 |
19.96 |
0.00 |
| 0.3 |
0.01 |
-2.81 |
1.00 |
21.90 |
0.00 |
| 0.4 |
0.01 |
-2.61 |
1.00 |
23.85 |
0.00 |
| 0.5 |
0.02 |
-2.42 |
1.00 |
25.80 |
0.01 |
| 0.6 |
0.03 |
-2.23 |
1.00 |
27.74 |
0.01 |
| 0.7 |
0.03 |
-2.03 |
1.00 |
29.69 |
0.02 |
| 0.8 |
0.05 |
-1.84 |
1.33 |
31.64 |
0.03 |
| 0.9 |
0.05 |
-1.64 |
1.72 |
33.58 |
0.05 |
| 1.0 |
0.09 |
-1.45 |
2.11 |
35.53 |
0.07 |
| 1.1 |
0.12 |
-1.25 |
2.50 |
37.48 |
0.11 |
| 1.2 |
0.14 |
-1.06 |
2.88 |
39.42 |
0.15 |
| 1.3 |
0.20 |
-0.86 |
3.27 |
41.37 |
0.19 |
| 1.4 |
0.23 |
-0.67 |
3.66 |
43.32 |
0.25 |
| 1.5 |
0.29 |
-0.47 |
4.05 |
45.27 |
0.32 |
| 1.6 |
0.34 |
-0.28 |
4.44 |
47.21 |
0.39 |
| 1.7 |
0.41 |
-0.08 |
4.83 |
49.16 |
0.47 |
| 1.8 |
0.54 |
0.11 |
5.22 |
51.11 |
0.54 |
| 1.9 |
0.61 |
0.31 |
5.61 |
53.05 |
0.62 |
| 2.0 |
0.74 |
0.50 |
6.00 |
55.00 |
0.69 |
| 2.1 |
0.77 |
0.69 |
6.39 |
56.95 |
0.76 |
| 2.2 |
0.81 |
0.89 |
6.78 |
58.89 |
0.81 |
| 2.3 |
0.89 |
1.08 |
7.17 |
60.84 |
0.86 |
| 2.4 |
0.90 |
1.28 |
7.56 |
62.79 |
0.90 |
| 2.5 |
0.94 |
1.47 |
7.95 |
64.73 |
0.93 |
| 2.6 |
0.96 |
1.67 |
8.34 |
66.68 |
0.95 |
| 2.7 |
0.97 |
1.86 |
8.73 |
68.63 |
0.97 |
| 2.8 |
0.99 |
2.06 |
9.00 |
70.57 |
0.98 |
| 2.9 |
0.99 |
2.25 |
9.00 |
72.52 |
0.99 |
| 3.0 |
1.00 |
2.45 |
9.00 |
74.47 |
0.99 |
$presence_mean
| 0.0 |
0.01 |
-2.95 |
1.00 |
20.53 |
0.00 |
| 0.1 |
0.01 |
-2.78 |
1.00 |
22.25 |
0.00 |
| 0.2 |
0.01 |
-2.60 |
1.00 |
23.97 |
0.00 |
| 0.3 |
0.01 |
-2.43 |
1.00 |
25.69 |
0.01 |
| 0.4 |
0.03 |
-2.26 |
1.00 |
27.41 |
0.01 |
| 0.5 |
0.05 |
-2.09 |
1.00 |
29.12 |
0.02 |
| 0.6 |
0.05 |
-1.92 |
1.17 |
30.84 |
0.03 |
| 0.7 |
0.06 |
-1.74 |
1.51 |
32.56 |
0.04 |
| 0.8 |
0.06 |
-1.57 |
1.86 |
34.28 |
0.06 |
| 0.9 |
0.09 |
-1.40 |
2.20 |
36.00 |
0.08 |
| 1.0 |
0.14 |
-1.23 |
2.54 |
37.72 |
0.11 |
| 1.1 |
0.14 |
-1.06 |
2.89 |
39.43 |
0.15 |
| 1.2 |
0.19 |
-0.88 |
3.23 |
41.15 |
0.19 |
| 1.3 |
0.19 |
-0.71 |
3.57 |
42.87 |
0.24 |
| 1.4 |
0.28 |
-0.54 |
3.92 |
44.59 |
0.29 |
| 1.5 |
0.37 |
-0.37 |
4.26 |
46.31 |
0.36 |
| 1.6 |
0.37 |
-0.20 |
4.61 |
48.03 |
0.42 |
| 1.7 |
0.48 |
-0.03 |
4.95 |
49.75 |
0.49 |
| 1.8 |
0.48 |
0.15 |
5.29 |
51.46 |
0.56 |
| 1.9 |
0.61 |
0.32 |
5.64 |
53.18 |
0.62 |
| 2.0 |
0.77 |
0.49 |
5.98 |
54.90 |
0.69 |
| 2.1 |
0.77 |
0.66 |
6.32 |
56.62 |
0.75 |
| 2.2 |
0.84 |
0.83 |
6.67 |
58.34 |
0.80 |
| 2.3 |
0.84 |
1.01 |
7.01 |
60.06 |
0.84 |
| 2.4 |
0.90 |
1.18 |
7.35 |
61.77 |
0.88 |
| 2.5 |
0.94 |
1.35 |
7.70 |
63.49 |
0.91 |
| 2.6 |
0.94 |
1.52 |
8.04 |
65.21 |
0.94 |
| 2.7 |
0.96 |
1.69 |
8.39 |
66.93 |
0.95 |
| 2.8 |
0.96 |
1.86 |
8.73 |
68.65 |
0.97 |
| 2.9 |
0.98 |
2.04 |
9.00 |
70.37 |
0.98 |
| 3.0 |
1.00 |
2.21 |
9.00 |
72.09 |
0.99 |
$acceptance13_mean
| 0.0 |
0.01 |
-2.97 |
1.00 |
20.32 |
0.00 |
| 0.1 |
0.01 |
-2.80 |
1.00 |
22.00 |
0.00 |
| 0.2 |
0.02 |
-2.63 |
1.00 |
23.69 |
0.00 |
| 0.3 |
0.02 |
-2.46 |
1.00 |
25.37 |
0.01 |
| 0.4 |
0.02 |
-2.29 |
1.00 |
27.05 |
0.01 |
| 0.5 |
0.03 |
-2.13 |
1.00 |
28.74 |
0.02 |
| 0.6 |
0.04 |
-1.96 |
1.08 |
30.42 |
0.03 |
| 0.7 |
0.04 |
-1.79 |
1.42 |
32.11 |
0.04 |
| 0.8 |
0.06 |
-1.62 |
1.76 |
33.79 |
0.05 |
| 0.9 |
0.08 |
-1.45 |
2.09 |
35.47 |
0.07 |
| 1.0 |
0.12 |
-1.28 |
2.43 |
37.16 |
0.10 |
| 1.1 |
0.12 |
-1.12 |
2.77 |
38.84 |
0.13 |
| 1.2 |
0.16 |
-0.95 |
3.10 |
40.52 |
0.17 |
| 1.3 |
0.23 |
-0.78 |
3.44 |
42.21 |
0.22 |
| 1.4 |
0.23 |
-0.61 |
3.78 |
43.89 |
0.27 |
| 1.5 |
0.30 |
-0.44 |
4.11 |
45.57 |
0.33 |
| 1.6 |
0.37 |
-0.27 |
4.45 |
47.26 |
0.39 |
| 1.7 |
0.37 |
-0.11 |
4.79 |
48.94 |
0.46 |
| 1.8 |
0.48 |
0.06 |
5.12 |
50.62 |
0.52 |
| 1.9 |
0.60 |
0.23 |
5.46 |
52.31 |
0.59 |
| 2.0 |
0.73 |
0.40 |
5.80 |
53.99 |
0.66 |
| 2.1 |
0.73 |
0.57 |
6.14 |
55.68 |
0.71 |
| 2.2 |
0.81 |
0.74 |
6.47 |
57.36 |
0.77 |
| 2.3 |
0.85 |
0.90 |
6.81 |
59.04 |
0.82 |
| 2.4 |
0.85 |
1.07 |
7.15 |
60.73 |
0.86 |
| 2.5 |
0.89 |
1.24 |
7.48 |
62.41 |
0.89 |
| 2.6 |
0.94 |
1.41 |
7.82 |
64.09 |
0.92 |
| 2.7 |
0.94 |
1.58 |
8.16 |
65.78 |
0.94 |
| 2.8 |
0.96 |
1.75 |
8.49 |
67.46 |
0.96 |
| 2.9 |
0.97 |
1.91 |
8.83 |
69.14 |
0.97 |
| 3.0 |
1.00 |
2.08 |
9.00 |
70.83 |
0.98 |
Overview on descriptive
statistics per subgroup
subgroup_stats <- list()
for (i in seq_along(subgroup_vars)){
subgroup_stats[[i]] <-
d2 %>%
select(ends_with("mean"),
any_of(subgroup_vars)[i]) %>%
group_by(across(any_of(subgroup_vars[i]))) %>%
describe_distribution() %>%
select(Variable, Mean, SD, IQR, Min, Max, n, .group)
subgroup_stats[[i]][["subgroup_var"]] <- subgroup_vars[i]
}
subgroup_stats_df <- do.call(rbind, subgroup_stats)
subgroup_stats_df <-
subgroup_stats_df %>%
mutate(group = str_remove(.group, "^.+=")) %>%
select(-.group)
display(subgroup_stats_df)
| fmi13_mean |
1.71 |
0.51 |
0.71 |
(0.21, 3.00) |
515 |
Geschlecht |
female |
| presence_mean |
1.72 |
0.58 |
0.67 |
(0.00, 3.00) |
515 |
Geschlecht |
female |
| acceptance13_mean |
1.73 |
0.57 |
0.86 |
(0.00, 3.00) |
515 |
Geschlecht |
female |
| fmi13_mean |
1.71 |
0.51 |
0.57 |
(0.21, 3.00) |
495 |
Geschlecht |
male |
| presence_mean |
1.67 |
0.60 |
0.67 |
(0.00, 3.00) |
495 |
Geschlecht |
male |
| acceptance13_mean |
1.74 |
0.59 |
0.57 |
(0.00, 3.00) |
495 |
Geschlecht |
male |
| fmi13_mean |
1.50 |
0.20 |
0.29 |
(1.36, 1.64) |
2 |
Geschlecht |
other |
| presence_mean |
1.33 |
0.00 |
0.00 |
(1.33, 1.33) |
2 |
Geschlecht |
other |
| acceptance13_mean |
1.79 |
0.51 |
0.71 |
(1.43, 2.14) |
2 |
Geschlecht |
other |
| fmi13_mean |
1.69 |
0.51 |
0.64 |
(0.21, 3.00) |
792 |
Achts_regel |
no |
| presence_mean |
1.65 |
0.59 |
0.67 |
(0.00, 3.00) |
792 |
Achts_regel |
no |
| acceptance13_mean |
1.72 |
0.59 |
0.71 |
(0.00, 3.00) |
792 |
Achts_regel |
no |
| fmi13_mean |
1.81 |
0.49 |
0.57 |
(0.21, 3.00) |
220 |
Achts_regel |
yes |
| presence_mean |
1.86 |
0.56 |
0.67 |
(0.00, 3.00) |
220 |
Achts_regel |
yes |
| acceptance13_mean |
1.80 |
0.55 |
0.71 |
(0.00, 3.00) |
220 |
Achts_regel |
yes |
| fmi13_mean |
1.82 |
0.43 |
0.43 |
(0.71, 3.00) |
116 |
Retreats |
Multiple retreats per year |
| presence_mean |
1.84 |
0.50 |
0.62 |
(0.33, 3.00) |
116 |
Retreats |
Multiple retreats per year |
| acceptance13_mean |
1.81 |
0.48 |
0.54 |
(0.71, 3.00) |
116 |
Retreats |
Multiple retreats per year |
| fmi13_mean |
1.68 |
0.52 |
0.64 |
(0.21, 3.00) |
673 |
Retreats |
Never |
| presence_mean |
1.64 |
0.59 |
0.67 |
(0.00, 3.00) |
673 |
Retreats |
Never |
| acceptance13_mean |
1.70 |
0.60 |
0.71 |
(0.00, 3.00) |
673 |
Retreats |
Never |
| fmi13_mean |
1.71 |
0.45 |
0.57 |
(0.57, 2.93) |
58 |
Retreats |
Once a year |
| presence_mean |
1.68 |
0.55 |
0.67 |
(0.17, 3.00) |
58 |
Retreats |
Once a year |
| acceptance13_mean |
1.73 |
0.50 |
0.57 |
(0.71, 3.00) |
58 |
Retreats |
Once a year |
| fmi13_mean |
1.71 |
0.46 |
0.71 |
(0.93, 2.93) |
86 |
Retreats |
Once every couple of years |
| presence_mean |
1.71 |
0.59 |
0.83 |
(0.67, 3.00) |
86 |
Retreats |
Once every couple of years |
| acceptance13_mean |
1.74 |
0.53 |
0.71 |
(0.29, 3.00) |
86 |
Retreats |
Once every couple of years |
| fmi13_mean |
1.89 |
0.55 |
0.71 |
(0.29, 2.79) |
79 |
Retreats |
Rarely |
| presence_mean |
1.94 |
0.68 |
0.83 |
(0.00, 3.00) |
79 |
Retreats |
Rarely |
| acceptance13_mean |
1.93 |
0.63 |
0.71 |
(0.14, 3.00) |
79 |
Retreats |
Rarely |
| fmi13_mean |
1.67 |
0.59 |
0.79 |
(0.43, 2.79) |
33 |
Vip_regel |
ja |
| presence_mean |
1.66 |
0.77 |
1.00 |
(0.00, 3.00) |
33 |
Vip_regel |
ja |
| acceptance13_mean |
1.71 |
0.64 |
0.79 |
(0.29, 3.00) |
33 |
Vip_regel |
ja |
| fmi13_mean |
1.71 |
0.51 |
0.64 |
(0.21, 3.00) |
979 |
Vip_regel |
nicht |
| presence_mean |
1.70 |
0.59 |
0.67 |
(0.00, 3.00) |
979 |
Vip_regel |
nicht |
| acceptance13_mean |
1.73 |
0.58 |
0.57 |
(0.00, 3.00) |
979 |
Vip_regel |
nicht |
| fmi13_mean |
1.74 |
0.51 |
0.64 |
(0.21, 3.00) |
526 |
age_below_md |
old |
| presence_mean |
1.71 |
0.58 |
0.67 |
(0.00, 3.00) |
526 |
age_below_md |
old |
| acceptance13_mean |
1.76 |
0.59 |
0.71 |
(0.00, 3.00) |
526 |
age_below_md |
old |
| fmi13_mean |
1.68 |
0.50 |
0.64 |
(0.21, 3.00) |
486 |
age_below_md |
young |
| presence_mean |
1.68 |
0.60 |
0.67 |
(0.00, 3.00) |
486 |
age_below_md |
young |
| acceptance13_mean |
1.70 |
0.56 |
0.71 |
(0.00, 3.00) |
486 |
age_below_md |
young |
subgroup_stats_long <-
subgroup_stats_df %>%
select(Variable, Mean, SD, group, subgroup_var) %>%
mutate(Subscale = str_remove(Variable, "_mean")) %>%
pivot_longer(-c(Variable, group, Mean, Subscale, subgroup_var), values_to = "SD")
display(subgroup_stats_long)
| fmi13_mean |
1.71 |
female |
Geschlecht |
fmi13 |
SD |
0.51 |
| presence_mean |
1.72 |
female |
Geschlecht |
presence |
SD |
0.58 |
| acceptance13_mean |
1.73 |
female |
Geschlecht |
acceptance13 |
SD |
0.57 |
| fmi13_mean |
1.71 |
male |
Geschlecht |
fmi13 |
SD |
0.51 |
| presence_mean |
1.67 |
male |
Geschlecht |
presence |
SD |
0.60 |
| acceptance13_mean |
1.74 |
male |
Geschlecht |
acceptance13 |
SD |
0.59 |
| fmi13_mean |
1.50 |
other |
Geschlecht |
fmi13 |
SD |
0.20 |
| presence_mean |
1.33 |
other |
Geschlecht |
presence |
SD |
0.00 |
| acceptance13_mean |
1.79 |
other |
Geschlecht |
acceptance13 |
SD |
0.51 |
| fmi13_mean |
1.69 |
no |
Achts_regel |
fmi13 |
SD |
0.51 |
| presence_mean |
1.65 |
no |
Achts_regel |
presence |
SD |
0.59 |
| acceptance13_mean |
1.72 |
no |
Achts_regel |
acceptance13 |
SD |
0.59 |
| fmi13_mean |
1.81 |
yes |
Achts_regel |
fmi13 |
SD |
0.49 |
| presence_mean |
1.86 |
yes |
Achts_regel |
presence |
SD |
0.56 |
| acceptance13_mean |
1.80 |
yes |
Achts_regel |
acceptance13 |
SD |
0.55 |
| fmi13_mean |
1.82 |
Multiple retreats per year |
Retreats |
fmi13 |
SD |
0.43 |
| presence_mean |
1.84 |
Multiple retreats per year |
Retreats |
presence |
SD |
0.50 |
| acceptance13_mean |
1.81 |
Multiple retreats per year |
Retreats |
acceptance13 |
SD |
0.48 |
| fmi13_mean |
1.68 |
Never |
Retreats |
fmi13 |
SD |
0.52 |
| presence_mean |
1.64 |
Never |
Retreats |
presence |
SD |
0.59 |
| acceptance13_mean |
1.70 |
Never |
Retreats |
acceptance13 |
SD |
0.60 |
| fmi13_mean |
1.71 |
Once a year |
Retreats |
fmi13 |
SD |
0.45 |
| presence_mean |
1.68 |
Once a year |
Retreats |
presence |
SD |
0.55 |
| acceptance13_mean |
1.73 |
Once a year |
Retreats |
acceptance13 |
SD |
0.50 |
| fmi13_mean |
1.71 |
Once every couple of years |
Retreats |
fmi13 |
SD |
0.46 |
| presence_mean |
1.71 |
Once every couple of years |
Retreats |
presence |
SD |
0.59 |
| acceptance13_mean |
1.74 |
Once every couple of years |
Retreats |
acceptance13 |
SD |
0.53 |
| fmi13_mean |
1.89 |
Rarely |
Retreats |
fmi13 |
SD |
0.55 |
| presence_mean |
1.94 |
Rarely |
Retreats |
presence |
SD |
0.68 |
| acceptance13_mean |
1.93 |
Rarely |
Retreats |
acceptance13 |
SD |
0.63 |
| fmi13_mean |
1.67 |
ja |
Vip_regel |
fmi13 |
SD |
0.59 |
| presence_mean |
1.66 |
ja |
Vip_regel |
presence |
SD |
0.77 |
| acceptance13_mean |
1.71 |
ja |
Vip_regel |
acceptance13 |
SD |
0.64 |
| fmi13_mean |
1.71 |
nicht |
Vip_regel |
fmi13 |
SD |
0.51 |
| presence_mean |
1.70 |
nicht |
Vip_regel |
presence |
SD |
0.59 |
| acceptance13_mean |
1.73 |
nicht |
Vip_regel |
acceptance13 |
SD |
0.58 |
| fmi13_mean |
1.74 |
old |
age_below_md |
fmi13 |
SD |
0.51 |
| presence_mean |
1.71 |
old |
age_below_md |
presence |
SD |
0.58 |
| acceptance13_mean |
1.76 |
old |
age_below_md |
acceptance13 |
SD |
0.59 |
| fmi13_mean |
1.68 |
young |
age_below_md |
fmi13 |
SD |
0.50 |
| presence_mean |
1.68 |
young |
age_below_md |
presence |
SD |
0.60 |
| acceptance13_mean |
1.70 |
young |
age_below_md |
acceptance13 |
SD |
0.56 |
# subgroup_stats_long %>%
# ggplot(aes(x = Variable, color = group)) +
# geom_errorbar(aes(ymin = Mean-SD, ymax = Mean+SD), position = "dodge") +
# geom_point2(aes(y = Mean), alpha = .7, size = 2) +
# facet_wrap(subgroup_vars ~ Variable, scales = "free")
Regression
models
m1
m1 <- lm(PHQ_Sum ~ presence_mean + acceptance13_mean, data = d2)
parameters(m1) %>% display()
| (Intercept) |
8.47 |
0.29 |
(7.90, 9.04) |
29.09 |
< .001 |
| presence mean |
0.98 |
0.22 |
(0.56, 1.41) |
4.54 |
< .001 |
| acceptance13 mean |
-1.79 |
0.22 |
(-2.22, -1.35) |
-8.08 |
< .001 |
performance(m1) %>% display
| 4957.88 |
4957.92 |
4977.56 |
0.06 |
0.06 |
2.79 |
2.80 |
Standardized data:
parameters(m1, standardize = "refit") %>% display
| (Intercept) |
-2.91e-16 |
0.03 |
(-0.06, 0.06) |
-9.55e-15 |
> .999 |
| presence mean |
0.20 |
0.04 |
(0.11, 0.29) |
4.54 |
< .001 |
| acceptance13 mean |
-0.36 |
0.04 |
(-0.45, -0.27) |
-8.08 |
< .001 |
summary(m1)
##
## Call:
## lm(formula = PHQ_Sum ~ presence_mean + acceptance13_mean, data = d2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5.1756 -2.1170 -0.5514 1.4387 9.9491
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.4692 0.2911 29.093 < 2e-16 ***
## presence_mean 0.9818 0.2162 4.541 6.28e-06 ***
## acceptance13_mean -1.7878 0.2214 -8.077 1.88e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.796 on 1009 degrees of freedom
## Multiple R-squared: 0.06403, Adjusted R-squared: 0.06217
## F-statistic: 34.51 on 2 and 1009 DF, p-value: 3.175e-15
Session info
sessionInfo()
## R version 4.2.1 (2022-06-23)
## Platform: x86_64-apple-darwin17.0 (64-bit)
## Running under: macOS Big Sur ... 10.16
##
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRlapack.dylib
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] scales_1.3.0 DataExplorer_0.8.2 lubridate_1.9.3 forcats_1.0.0
## [5] stringr_1.5.1 dplyr_1.1.4 purrr_1.0.2 readr_2.1.5
## [9] tidyr_1.3.1 tibble_3.2.1 ggplot2_3.5.1 tidyverse_2.0.0
## [13] here_1.0.1 see_0.9.0 report_0.5.9 parameters_0.22.2
## [17] performance_0.12.3 modelbased_0.8.8 insight_0.20.4 effectsize_0.8.9
## [21] datawizard_0.12.3 correlation_0.8.5 bayestestR_0.14.0 easystats_0.7.3
##
## loaded via a namespace (and not attached):
## [1] sass_0.4.8 jsonlite_1.8.8 splines_4.2.1 bslib_0.6.1
## [5] highr_0.11 yaml_2.3.8 pillar_1.9.0 lattice_0.21-8
## [9] glue_1.6.2 digest_0.6.33 colorspace_2.1-0 sandwich_3.0-2
## [13] htmltools_0.5.7 Matrix_1.5-4.1 pkgconfig_2.0.3 haven_2.5.4
## [17] xtable_1.8-4 mvtnorm_1.2-2 patchwork_1.2.0 tzdb_0.4.0
## [21] timechange_0.2.0 emmeans_1.8.9 farver_2.1.1 generics_0.1.3
## [25] TH.data_1.1-2 cachem_1.0.8 withr_3.0.0 cli_3.6.2
## [29] survival_3.5-5 magrittr_2.0.3 estimability_1.4.1 evaluate_0.23
## [33] fansi_1.0.6 MASS_7.3-60 tools_4.2.1 data.table_1.15.4
## [37] hms_1.1.3 lifecycle_1.0.4 multcomp_1.4-25 munsell_0.5.0
## [41] networkD3_0.4 compiler_4.2.1 jquerylib_0.1.4 rlang_1.1.4
## [45] grid_4.2.1 rstudioapi_0.16.0 htmlwidgets_1.6.4 igraph_2.0.2
## [49] labeling_0.4.3 rmarkdown_2.28 gtable_0.3.4 codetools_0.2-19
## [53] R6_2.5.1 gridExtra_2.3 zoo_1.8-12 knitr_1.48
## [57] fastmap_1.1.1 utf8_1.2.4 rprojroot_2.0.4 stringi_1.8.3
## [61] parallel_4.2.1 vctrs_0.6.5 tidyselect_1.2.0 xfun_0.47
## [65] coda_0.19-4